Skip to main content
Mastra SignalsBack to the read

Every source behind the read

Every source GILD analyzed, newest first. Each says who the source is, how it knows, whether it still applies and which findings it counts toward. Open a count to see only its sources.

Whose sources count

Source

40 sources in Teams and technical leaders, with product documentation Showing all 86 sources

  1. Negative

    Tomas Varga (Sudolabs), GitHub user filing an issue

    mastra build needs ~13× more memory since @mastra/deployer 1.79.0: typescriptSourcesResolver in option extractionGitHub issue

    Since @mastra/deployer 1.79.0, mastra build on a larger app needs about 13 times more memory and runs out of heap.

    "Since @mastra/deployer 1.79.0 (@mastra/core@1.79.0 release, CLI mastra 1.35.0), mastra build on a larger app runs out of memory before "Analyzing dependencies..."."
    Excerpt, tomasvarga

    Published Oct 27, 2026self-described: mastra build on a larger app with integrations

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Measured
    Applies to
    Current
    Observed on
    @mastra/deployer 1.79.0
  2. Mixed

    Even Westvang, Rostislav Melkumyan, and Knut Melvaer, Sanity

    "Hi @s": How we built our company agent harnessCompany engineering blog, Sanity Engineering

    Sanity uses Mastra for its Content Agent but built its own harness for its company-wide agents, because it wanted agents defined as Sanity documents.

    Published Oct 20, 2026self-described: Sanity's Content Agent and its company agent harness

    Published on
    Engineering Blogs & Reviews
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Current
  3. Mixed

    Uttam Kumaran, Brainforge

    How we migrated to Langfuse v4 ahead of the cutoverCompany engineering blog, Brainforge Blog

    Moving Brainforge's Mastra agent traces to Langfuse v4 required upgrading every @mastra package from core 1.8.0 to the 1.61 line plus aligned OpenTelemetry packages.

    Published Sep 18, 2026self-described: Brainforge's Mastra agent traces moving to Langfuse v4

    Published on
    Engineering Blogs & Reviews
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Current
    Observed on
    @mastra/core 1.8.0 to 1.61
  4. Negative

    Mehul Kasliwal, GitHub user filing an issue

    Mastra Platform: dashboard env-var update left previous server instance running 3+ days, still serving traffic and firing scheduled workflows with stale envGitHub issue

    On hosted Mastra Platform, an env-var update left the old server instance running for over three days, and its stale scheduled runs sent 11 duplicate emails to a customer.

    "…left the previous instance running for 3+ days…"
    Excerpt, mehulkasliwal

    Published Aug 31, 2026self-described: Scheduled runs on hosted Mastra Platform

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Measured
    Applies to
    Needs a recheck
  5. Negative

    OKeii (Apu.tech), GitHub user filing an issue

    [BUG] EventedAgent recover() crashes after process restart when a nested durable LLM step is active (1.62+)GitHub issue

    Durable EventedAgent runs could not be recovered after a process restart if a nested LLM step was in flight, shown with a two-process reproduction.

    "…cannot recover an orphaned `EventedAgent` run when the original process exits while the nested `durable-llm-execution` step is still running."
    Excerpt, chaosBreaking

    Published Aug 30, 2026self-described: Durable EventedAgent runs across a process restart

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Measured
    Applies to
    Needs a recheck
    Observed on
    @mastra/core 1.62+
  6. Negative

    Diego Cesar Lerma Torres (Neuroglia Solutions), GitHub user filing an issue

    Drop or patch the AI SDK v5 pin of @ai-sdk/provider-utils@3.0.30 (CVE-2026-8769)GitHub issue

    @mastra/core still pinned a vulnerable AI SDK v5 provider-utils copy into every consumer's production tree, covered by CVE-2026-8769.

    Published Aug 29, 2026self-described: Production dependency tree with @mastra/core 1.63.2

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    @mastra/core 1.63.2
  7. Negative

    Devang Padhiyar (Simplified), GitHub user filing an issue

    [BUG] approveToolCall() rejects a genuinely-suspended run when the snapshot is large (2s validator deadline + wrong workflowName)GitHub issue

    approveToolCall rejected runs that were suspended on the requested tool call when the snapshot was large, unless the caller waited about eight seconds.

    Published Aug 26, 2026self-described: Tool approval on suspended agent runs

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Measured
    Applies to
    Needs a recheck
  8. Positive

    Zerxide, r/AI_Agents

    Comment on: Mastra AI vs LangGraph/LangChain, What's the way forward?Reddit comment, r/AI_Agents

    The team picked Mastra for long-running TypeScript workflows with human approval: a document-analysis run paused for review, survived a deployment and continued from the same checkpoint.

    Published Aug 26, 2026self-described: Long-running TypeScript document-analysis workflows with human approval

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Current
  9. Mixed

    DevOps Daily, engineering publication on dev.to

    We Built an On-Call Agent in Mastra: Where It Won and Where It Would NotPersonal blog post, dev.to

    An on-call agent on Mastra re-ran an interrupted step after a SIGKILL, so a production rollback fired twice, and orphaned runs were not resumed automatically; the team kept Mastra and added idempotency.

    Published Aug 12, 2026self-described: On-call agent with rollback tools

    Published on
    Engineering Blogs & Reviews
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Current
  10. Negative

    Greg McKelvey (phc-health), GitHub user filing an issue

    [BUG] CachingPubSub mirrors multi-MB localOnly workflow events into shared Redis, uncapped RPUSH, TTL-less counter, and clearTopic never removes themGitHub issue

    CachingPubSub copied multi-megabyte workflow events (about 1.76 MB each) into shared Redis without a cap, despite their local-only flag.

    "We measured **~1.76 MB per cached event**."
    Excerpt, mckelveygreg

    Published Aug 3, 2026self-described: Redis-backed deployment of durable agents

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Measured
    Applies to
    Needs a recheck
  11. Mixed

    Sebastien Castiel, Staff Software Developer at Vasco

    Four Agent Frameworks in Sixteen MonthsCompany engineering blog, Vasco Engineering

    Two developers moved Vasco's agent from Google ADK to Mastra in a week and a half with about 50 pull requests and found it good, then moved to the Claude Agent SDK six weeks later for better answers.

    Published Jul 24, 2026self-described: Vasco's product agent across four frameworks in sixteen months

    Published on
    Engineering Blogs & Reviews
    Who
    Product or platform team
    Evidence
    Measured
    Applies to
    Current
  12. Mixed

    Philippe Lewicki (AfterNow), contributor to Mentra-AI-Legacy-Hermes

    Add CLAUDE.md/README docs and replace Mastra agent with Hermes Agent integration (Mentra-AI-Legacy-Hermes pull request 1)GitHub pull request

    Proposes replacing a Mastra-based conversational agent with hand-built tools by an external Hermes Agent gateway that handles tool calling itself; the pull request was still open, unmerged, on Oct 28, 2026.

    Published Jul 15, 2026self-described: Conversational agent with hand-built tools

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Current
  13. Mixed

    Gilad Resisi, Postiz engineer committing to gitroomhq/postiz-app

    fix(mcp): serve streamable HTTP statelessly (Postiz commit e11477ee)GitHub commit

    Gilad Resisi measured Postiz's MCP service on @mastra/mcp climbing about 330 MB an hour from a 1 GB baseline until it was killed at about 5 GB twice a day, because Mastra kept every session's transport; Postiz kept Mastra and switched the server to stateless mode.

    Published Jul 9, 2026self-described: Postiz's MCP service, built on @mastra/mcp, serving agent connectors in production

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Measured
    Applies to
    Current
    Observed on
    @mastra/mcp MCPServer in session mode
  14. Negative

    JaeHwan Kim, GitHub user filing an issue

    Security: @mastra/core@1.42.1 (+memory/loggers/deployer/client-js) publish malicious easy-day-js typosquat with install-time script, from a non-maintainer npm accountGitHub issue

    During the June 2026 npm compromise, the team's dependency bot pulled the malicious @mastra/core and related versions within minutes, and failing CI installs exposed it.

    Published Jun 17, 2026self-described: Dependency bot updating @mastra packages during the June 2026 compromise

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    @mastra/core 1.42.1 (malicious)
  15. Mixed

    davemo (David Mosher), Hacker News commenter

    Comment on: Statecharts: hierarchical state machinesHacker News comment

    A voice app for the banking sector was built on XState and Mastra, and the team later swapped Mastra for Pipecat.

    Published Apr 27, 2026self-described: Voice app for the banking sector on XState and Mastra

    Published on
    Developer Communities
    Who
    Small product team
    Evidence
    Reported
    Applies to
    Current
  16. Negative

    Sergey Andriyanov (Regul), GitHub user filing an issue

    [BUG] Cross-provider tool_use IDs leak into subsequent requests: Anthropic srvtoolu_* sent to OpenAI Responses API causes 404 "Item not found"GitHub issue

    Switching providers inside one memory thread leaked Anthropic server tool IDs into OpenAI requests, which OpenAI rejected.

    "…the OpenAI provider emits an `item_reference` with the Anthropic tool-call ID (`srvtoolu_...`)."
    Excerpt, WebRegul

    Published Apr 24, 2026self-described: Switching providers inside one memory thread

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Needs a recheck
  17. Positive

    Sytten, Hacker News commenter working at Caido

    Comment on: A GitHub Issue Title Compromised 4k Developer MachinesHacker News comment

    Builds a GitHub issue-triage action on Mastra and scopes the tools the agent can call to what it needs, after a prompt-injection incident elsewhere.

    Published Mar 5, 2026self-described: GitHub issue-triage action built on Mastra with a scoped tool set

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Current
  18. Negative

    scirob, Hacker News commenter on a team running Mastra

    Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsHacker News comment

    Finds Mastra too opinionated outside its patterns, had to write custom Hono routes several times, and has someone rebuilding the system in LangGraph for a comparison.

    Published Jan 21, 2026self-described: A team system built on Mastra, rebuilt in LangGraph for comparison

    Published on
    Developer Communities
    Who
    Small product team
    Evidence
    Reported
    Applies to
    Current
  19. Positive

    pancomplex, Hacker News commenter on a team with an all-TypeScript stack

    Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsHacker News comment

    A team with an all-TypeScript stack welcomes Mastra 1.0 as a production-grade framework without vendor lock-in.

    Published Jan 20, 2026self-described: All-TypeScript product stack

    Published on
    Developer Communities
    Who
    Small product team
    Evidence
    Reported
    Applies to
    Current
  20. Positive

    James Reggio, CTO of Brex, interviewed on Latent Space

    Full Story of Brex's AI Hail MaryPodcast episode write-up, Latent Space

    Brex's CTO reports that about half of the company's agent-layer applications run on Mastra, chosen to replace an internal framework built after LangChain fell short.

    Published Jan 17, 2026self-described: Brex's agent-layer applications

    Published on
    Podcasts, Talks & Videos
    Who
    Technical leadership
    Evidence
    Reported
    Applies to
    Current
  21. Negative

    Bo Kou (Alipay), GitHub user filing an issue

    [BUG] Mastra with ai-sdk v5 may cause duplicate assistant messagesGitHub issue

    With AI SDK v5's useChat, Mastra returned assistant messages with duplicated parts, reproducible in the official example when sending messages quickly.

    "When using `useChat` from `@ai-sdk/react` to call Mastra's API, assistant messages may have duplicate parts."
    Excerpt, MrKou47

    Published Oct 28, 2025self-described: AI SDK v5 useChat calling Mastra's API

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Needs a recheck
  22. Negative

    Aman Rawat (Fastlaneai), GitHub user filing an issue

    [BUG] Memory incompatibility with GPT-5 mini reasoning models causes "required reasoning item" errorsGitHub issue

    With memory on and tools enabled, a Mastra agent on GPT-5 mini failed every later message in a conversation, because the stored history dropped the reasoning items OpenAI requires. The issue is closed.

    "…the agent fails on subsequent messages with conversation history due to missing reasoning items."
    Excerpt, realaman90

    Published Oct 19, 2025self-described: Mastra agents with tools and memory on GPT-5 mini

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Mastra memory with GPT-5 mini through the OpenAI Responses API
  23. Negative

    Leo (Outlit), GitHub user filing an issue

    [BUG] Memory Leak in Mastra Workflow After Multiple RequestsGitHub issue

    Running a workflow twice under mastra dev ran the Node.js process out of heap and crashed it, with a deal context of about 20,000 tokens passed in. The issue is closed.

    "After running the my workflow twice in development mode (`mastra dev`), the Node.js process runs out of memory and crashes with a JavaScript heap out of memory error."
    Excerpt, leo-paz

    Published Jul 25, 2025self-described: A workflow passed a deal context of about 20,000 tokens, stored in PostgresStore

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    mastra dev with PostgresStore
  24. Mixed

    Kosuke Oya, GitHub user filing a feature request with Datadog

    LLMObs: Instrumentation for mastra (dd-trace-js feature request)GitHub issue

    A team running Mastra in production asked Datadog for native LLM Observability instrumentation, since only OpenTelemetry traces were available.

    Published Apr 27, 2025self-described: Mastra agents running in production

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Current
  25. Mixed

    Ian Macartney, engineer at Convex

    Reimplementing Mastra Workflows: Lessons LearnedCompany engineering blog, Convex Stack

    Spent a week reimplementing Mastra workflows on Convex durable functions and regretted mimicking every feature and quirk; praises the Mastra team's responsiveness.

    Published Mar 28, 2025self-described: A week reimplementing Mastra workflows on Convex

    Not counted

    The author works at Convex, which sells its own agent and workflow components. Kept in the record; it takes part in no figure.

    Published on
    Engineering Blogs & Reviews
    Who
    Product or platform team
    Evidence
    Reported
    Applies to
    Current
  26. Negative

    Marcos Candeia, GitHub user filing an issue

    [BUG] Bundle size regression (+17mb) after update is blocking cloudflare workers deploymentsGitHub issue

    After a routine Mastra upgrade the Cloudflare Workers bundle grew from about 541 KiB to about 22,469 KiB and exceeded Cloudflare's startup limits, blocking deployment.

    "Total Upload: 22469.30 KiB / gzip: 5650.60 KiB…"
    Excerpt, mcandeia

    Published Mar 28, 2025self-described: Agents deployed to Cloudflare Workers

    Published on
    Developer Communities
    Who
    Product or platform team
    Evidence
    Measured
    Applies to
    Needs a recheck
    Observed on
    @mastra/core 0.7.0
  27. Mixed

    daniel, developer writing on dev.to

    I gave up naming my projects. My agents do it now.Personal blog post, dev.to

    A six-agent Mastra app on Gemma 4 took 8 to 10 minutes per naming round, cut to 2 to 5 minutes after changes, with the supervisor agent still the slowest step.

    Published Oct 23, 2026self-described: Six-agent naming app on Gemma 4

    Published on
    Engineering Blogs & Reviews
    Who
    Individual builder
    Evidence
    Measured
    Applies to
    Current
  28. Mixed

    Aman Kumar, developer building the APIClaw gateway, writing on dev.to

    Using Mastra Agents With a Custom OpenAI-Compatible API: the url Model Config, the Silent 5-Step Limit and Two Retry Layers That MultiplyPersonal blog post, dev.to

    Testing @mastra/core 1.78.0 against a local OpenAI-compatible test server, found a silent five-step tool limit and two retry layers that multiply, and explains the url model config.

    "The agent made five requests, ran the tool five times, and then returned normally. text was an empty string and finishReason was "tool-calls". It didn't throw an error or log a warning."
    Excerpt, amankumar_apiclaw

    Published Oct 18, 2026self-described: Mastra agents against a local OpenAI-compatible test server

    Published on
    Engineering Blogs & Reviews
    Who
    Individual builder
    Evidence
    Measured
    Applies to
    Current
    Observed on
    @mastra/core 1.78.0
  29. Negative

    pabloplico, maintainer of the paulclarke.au site

    refactor(admin-portal): research agents on the AI SDK; remove Mastra (paulclarke.au pull request 49)GitHub pull request

    Moved three research agents from Mastra to the AI SDK and removed @mastra/core, which accounted for 69 of 72 open dependency advisories.

    Published Oct 16, 2026self-described: Three research agents in an admin portal

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Measured
    Applies to
    Current
  30. Negative

    Shai Perednik, maintainer of StreamDeckHabitTracker

    Drop @mastra/core: port coach agent/LLM calls to AI SDK (StreamDeckHabitTracker issue 98)GitHub issue

    After a spike on using Mastra more fully, the project decided to drop @mastra/core and port its coach agent to plain AI SDK calls.

    Published Oct 13, 2026self-described: Coach agent in a personal habit tracker

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
    Observed on
    @mastra/core ^1.52.1
  31. Positive

    owen adira, developer writing on dev.to

    Building a portfolio agent that can't make things upPersonal blog post, dev.to

    Runs a portfolio question-answering agent built on Mastra workflows and Neo4j in production on Railway, using Studio locally for tuning.

    Published Sep 30, 2026self-described: Portfolio question-answering agent on Railway

    Published on
    Engineering Blogs & Reviews
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  32. Negative

    Greg (gregorskii), GitHub user filing an issue

    Durable agents never run output processors on the Inngest engine (finish side effects skipped in 1.8.5, nested step in >=1.8.6)GitHub issue

    On the Inngest durable engine, no published @mastra/inngest version ran an agent's output processors: one skipped them silently, later ones hung.

    Published Sep 13, 2026self-described: Durable agents on the Inngest engine

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    @mastra/inngest 1.8.5 to 1.8.11, @mastra/core 1.63.0
  33. Mixed

    Sai Srinivas Alahari (Sri01728), GitHub user filing an issue

    [BUG] Bedrock prompt caching silently skipped for Claude Opus 5GitHub issue

    Bedrock prompt caching was silently skipped for Claude Opus 5 because Mastra's allow-list stopped at Opus 4 model IDs, so long agent threads paid full input price on every turn. The issue is closed.

    Published Sep 3, 2026self-described: Long agentic threads on Claude Opus 5 through Amazon Bedrock with Mastra's code SDK

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    mastracode 0.36.1 and @mastra/code-sdk 1.5.1 with Claude Opus 5 on Amazon Bedrock
  34. Negative

    S Banerjee, GitHub user filing an issue

    [BUG] Memory silently falls back to the default 1536-dim vector index when the embedder's dimension probe failsGitHub issue

    Mastra memory probes the embedder once to learn how many dimensions its embeddings have; when that one call fails, it logs a warning and silently uses the default 1536-dimension index. The issue is closed.

    "…probes the configured embedder once to discover its real output dimension…"
    Excerpt, shramanb113

    Published Aug 23, 2026self-described: Semantic recall with a non-default embedding model

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    @mastra/memory semantic recall
  35. Negative

    Lu, GitHub user filing an issue

    Observational Memory: sync observation failure blocks the user's turn for ~4 min of non-configurable retries, then aborts itGitHub issue

    When the Observational Memory observer model failed, the user's turn blocked for about four minutes of hard-coded retries and then aborted.

    "…the user's in-flight agent turn blocks for ~4 minutes of internal retries and then **aborts the whole turn**."
    Excerpt, tpirc3

    Published Aug 19, 2026self-described: Observational Memory with a failing observer model

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Measured
    Applies to
    Needs a recheck
    Observed on
    @mastra/memory 1.27.0, @mastra/core 1.60.0
  36. Positive

    Barry Earsman, maintainer of tweedy

    Cut over conversation generation to Mastra and remove obsolete LangChain orchestration (tweedy issue 15)GitHub issue

    Plans the final cutover of conversation generation from LangChain orchestration to Mastra after parity tests and a soak period.

    Published Jul 27, 2026self-described: Conversation generation moving off LangChain orchestration

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  37. Mixed

    Shola Jegede, developer writing on dev.to

    Kinde Is Missing from Mastra's Auth Lineup, So I Built the ProviderPersonal blog post, dev.to

    Mastra had no Kinde auth provider, so the author built one by extending MastraAuthProvider.

    "Node-only JWKS libraries fail at build time on Workers with missing crypto, buffer, stream, http, https, events, and util."
    Excerpt, sholajegede

    Published Jun 21, 2026self-described: Adding Kinde authentication to a Mastra server

    Published on
    Engineering Blogs & Reviews
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  38. Positive

    Kristian, developer and technology video creator

    Mastra vs AI SDK: I Built Production Apps With BothYouTube video

    After shipping production apps with both, frames the AI SDK as the model-interaction layer and Mastra as the infrastructure layer built on top of it.

    "…layers. AI SDK focuses on model interaction, where Mastra focuses more on application infrastructure. But here's the important part is that every single feature that Mastra provides, you absolutely can build yourself. Because the question isn't whether you want to…"
    Transcript excerpt, at 4:11

    Published Jun 17, 2026self-described: Production apps on Mastra and the AI SDK

    Published on
    Podcasts, Talks & Videos
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  39. Mixed

    Mirza Iqbal, Mastra Agent Ambassador, writing on dev.to

    My first production agent was spaghetti because one layer did three jobsPersonal blog post, dev.to

    A first production agent fell apart within a day because one layer did reasoning, data fetching and sequencing at once; Mastra's input and output processors gave the IO checks their own layer, though the tools do not force that structure.

    "The tools make the right structure easy, but they do not force it on you."
    Excerpt, mjmirza

    Published Jun 12, 2026self-described: A production agent rebuilt as reasoning, IO and orchestration layers

    Not counted

    The author writes as a Mastra Agent Ambassador, a Mastra program. Kept in the record; it takes part in no figure.

    Published on
    Engineering Blogs & Reviews
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  40. Negative

    Jack Chen, developer of open-multi-agent, writing on dev.to

    5 walls multi-agent frameworks hit: receipts from Mastra's year of .network() to Supervisor migrationPersonal blog post, dev.to

    Jack Chen read 32 Mastra GitHub issues on multi-agent work and finds that Mastra replaced .network() with a simpler Supervisor pattern over a year, which avoids some problems, and that it still cracks at three levels of sub-agent delegation.

    "Mastra spent a year on them and chose to migrate to a structurally simpler design (Supervisor tree) that sidesteps some, but not all, of them."
    Excerpt, jackchenme

    Published May 21, 2026self-described: An audit of 32 Mastra GitHub issues on multi-agent work, May 2025 to May 2026

    Not counted

    The author says he works on open-multi-agent, an open-source TypeScript multi-agent framework that competes with Mastra. Kept in the record; it takes part in no figure.

    Published on
    Engineering Blogs & Reviews
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  41. Mixed

    Jangwook Kim, developer writing on dev.to

    Mastra AI 1.0: The TypeScript Agent Framework Developers Are Actually ShippingPersonal blog post, dev.to

    Recommends Mastra for a production agent with memory and evals out of the box, and calls its ecosystem young at version 1.8.1, without the breadth of integrations LangChain built over two years.

    "The ecosystem is young. At v1.8.1, Mastra is post-1.0 and stabilizing, but it does not have the breadth of integrations that LangChain has built over two years."
    Excerpt, jangwook_kim_e31e7291ad98

    Published May 9, 2026self-described: A guide to Mastra 1.8.1 against LangChain

    Published on
    Engineering Blogs & Reviews
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Mastra 1.8.1
  42. Negative

    Leng, GitHub user filing an issue

    ObservationalMemoryProcessor.processInputStep blocks every agentic loop step with DB reads and token counting even when far below thresholdsGitHub issue

    Observational Memory read all thread messages and recounted tokens on every agent loop step, adding 2 to 4 seconds of latency per step as seen in Langfuse traces.

    Published Apr 23, 2026self-described: Observational Memory traced in Langfuse

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Measured
    Applies to
    Needs a recheck
  43. Positive

    aussie_182, r/LangChain

    Comment on: LangChain or Mastra for a faster TypeScript based AI platform?Reddit comment, r/LangChain

    Tried LangChain JS and Mastra and stayed on Mastra, because LangChain JS felt like the less supported sibling, months behind the Python version.

    Published Apr 22, 2026self-described: Compared LangChain JS and Mastra

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  44. Positive

    rothnic, r/LangChain

    Comment on: LangChain or Mastra for a faster TypeScript based AI platform?Reddit comment, r/LangChain

    Six months on, Mastra is the author's first choice for production custom agents built into a user-facing application, with OpenCode used for agentic coding instead.

    Published Mar 19, 2026self-described: Six months later, building production custom agents

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  45. Positive

    Alvaro Fragoso, developer writing on dev.to

    Building an RLM with Mastra: Introducing mastra-rlm-kitPersonal blog post, dev.to

    Built and open-sourced a Recursive Language Model kit for Mastra, reporting 20 percent exact-match accuracy on its benchmark.

    Published Feb 16, 2026self-described: Open-source Recursive Language Model kit for Mastra

    Published on
    Engineering Blogs & Reviews
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  46. Positive

    Master_Page_116, r/AI_Agents

    Comment on: Should I start with langgraph or mastra if I want to build real AI agents?Reddit comment, r/AI_Agents

    Chose Mastra over LangGraph because the project was in TypeScript and did not need LangGraph's full complexity, and reached a working prototype with less overhead.

    Published Feb 3, 2026self-described: TypeScript project choosing between LangGraph and Mastra

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  47. Mixed

    dataviz1000, Hacker News commenter

    Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsHacker News comment

    After three months with Mastra, found workflows with rule-based, non-LLM branching clunky and wrote custom branching workflows instead.

    "One thing to consider is that it felt clunky working with workflows and branching logic with non LLM agents."
    Excerpt, dataviz1000

    Published Jan 21, 2026self-described: Three months with Mastra workflows that branch on rules

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  48. Mixed

    avaer, Hacker News commenter and Mastra user

    Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsHacker News comment

    A self-described happy Mastra user advises the team to stop leaning on the Gatsby association when marketing to developers.

    "If I had some heartfelt advice for the Mastra devrel team it would be to shut up about about Gatsby."
    Excerpt, avaer

    Published Jan 21, 2026self-described: Happy Mastra user commenting on its marketing

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  49. Negative

    I_am_tiberius, Hacker News commenter

    Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsHacker News comment

    Found no prices on the pricing page at the 1.0 launch in January 2026; the pricing page now lists Starter at US$0 and Teams at US$250 a month.

    Published Jan 21, 2026self-described: Looking for platform prices at the 1.0 launch

    Counts toward nothing current

    Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Out of date
  50. Mixed

    mrcwinn, Hacker News commenter

    Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsHacker News comment

    Argues Mastra removes lock-in to one model but moves it to the framework's platform, and questions the value of a wrapper over the vendors' own agent SDKs.

    "You’re not locked into a model, but you likely are locked in to a platform."
    Excerpt, mrcwinn

    Published Jan 20, 2026self-described: Weighing Mastra against the model vendors' own agent SDKs

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  51. Positive

    esperent, Hacker News commenter building with Mastra

    Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsHacker News comment

    After a couple of weeks building with Mastra, sees the AI SDK as the library and Mastra as the framework on top, and asks how they will stay distinct.

    Published Jan 20, 2026self-described: A couple of weeks building on Mastra and the AI SDK

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  52. Mixed

    solarkraft, Hacker News commenter

    Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsHacker News comment

    Likes Mastra's out-of-the-box developer experience, asks whether any large general-purpose agent harness is built on it, and believes, from what the commenter can tell, that OpenCode chose not to use it.

    "From what I can tell OpenCode chose not to use it."
    Excerpt, solarkraft

    Published Jan 20, 2026self-described: Asking whether large agent harnesses run on Mastra

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  53. Positive

    Prakhar, developer writing on his own blog

    Why I Love Mastra: Building Production AI Agents That Actually WorkPersonal blog post

    Runs a production planning agent with 11 tools, memory and RAG on Mastra with the AI SDK, and credits storage adapters and runtime context for removing glue code.

    Published Jan 3, 2026self-described: Production planning agent with 11 tools, memory, and RAG

    Published on
    Engineering Blogs & Reviews
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  54. Mixed

    Ahmad Abdulaziz, developer writing on dev.to

    Resolving "This workflow run was not suspended" in Nested Mastra WorkflowsPersonal blog post, dev.to

    Resuming a suspended nested workflow directly fails with an error, and the run must be resumed through the parent workflow.

    "…it is likely because you are attempting to resume the child workflow directly instead of through the parent."
    Excerpt, devamaz

    Published Dec 31, 2025self-described: Nested workflows that suspend for input

    Published on
    Engineering Blogs & Reviews
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  55. Negative

    moinism, Hacker News commenter comparing TypeScript agent frameworks

    Comment on: Agent design is still hardHacker News comment

    While comparing TypeScript agent frameworks, questions why Mastra runs agents behind its own server and REST API, and tests another SDK instead.

    Published Nov 22, 2025self-described: Choosing between TypeScript agent SDKs

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  56. Mixed

    rothnic, r/LangChain

    Comment on: LangChain or Mastra for a faster TypeScript based AI platform?Reddit comment, r/LangChain

    While evaluating both, finds Mastra's workflows much simpler than LangChain and LangGraph's types and terms, and worries Mastra is incomplete, since its Studio was not available on deployed agents.

    Published Sep 18, 2025self-described: Evaluating Mastra and LangChain with LangGraph side by side

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Needs a recheck
  57. Negative

    Ni Ngo, GitHub user filing an issue

    [BUG] Vercel Deploy Failure: Error: A Serverless Function has exceeded the unzipped maximum size of 250 MB.GitHub issue

    A previously working Vercel deployment started failing because mastra build produced serverless functions over Vercel's unzipped size limit.

    "Error: A Serverless Function has exceeded the unzipped maximum size of 250 MB."
    Excerpt, ningo-agilityio

    Published Sep 3, 2025self-described: Mastra app deployed to Vercel

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Needs a recheck
  58. Negative

    clairecfu, GitHub user filing an issue

    [BUG] Agent will make repetitive tool callsGitHub issue

    An agent intermittently repeated identical tool calls until the default five-step limit, which duplicated side effects for mutating tools.

    "There is an intermittent but critical bug where the agent will make a series of identical/repetitive tool calls, returning only when the default maxSteps (5) is reached."
    Excerpt, clairecfu

    Published Aug 19, 2025self-described: Agent with mutating tools

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    @mastra/core 0.11.1
  59. Negative

    Hongcai Deng, GitHub user filing an issue

    [BUG] Assistant toolcall messages can lead to duplicate responses and continuous chat loops, causing infinite tool callsGitHub issue

    A server tool call duplicated the first assistant message in memory, and a client tool called next looped forever, because its call state was not saved to memory when produced. The issue is closed.

    Published Jul 9, 2025self-described: Chat agent mixing server tools and client tools

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Needs a recheck
  60. Negative

    Sam Silva, GitHub user filing an issue

    [BUG] Inngest with Mastra not working in productionGitHub issue

    Mastra workflows on Inngest worked locally and failed in production on Vercel, because the Mastra client called an Inngest URL with a double slash that returned 404. The issue is closed.

    "…locally it works just fine, however when I deploy to prod the `api` is getting errors when connecting with my mastra workflows."
    Excerpt, samuelcastro

    Published May 29, 2025self-described: A Vercel API project calling a Mastra and Inngest project

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Mastra workflows on Inngest, deployed to Vercel
  61. Positive

    tough, Hacker News commenter

    Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyHacker News comment

    Confirms Mastra works with any OpenAI-compatible endpoint, such as Ollama or LM Studio.

    "…can confirm this works well with any OpenAI like API endpoint, like ollama or LM studio…"
    Excerpt, tough

    Published Feb 22, 2025self-described: Running Mastra against local model servers

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  62. Mixed

    Ryan Kennedy, GitHub user filing an issue

    mastra dev in TypeScript monorepo doesn't correctly handle dependenciesGitHub issue

    mastra dev could not load TypeScript tools from other packages of a monorepo, and the author asked Mastra to let teams customize its Rollup config. The issue is closed.

    "Would the team be willing to support customization of the Rollup config…"
    Excerpt, ryaninvents

    Published Feb 21, 2025self-described: Mastra agent importing TypeScript tools from other monorepo packages

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Needs a recheck
  63. Negative

    epolanski, Hacker News commenter

    Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyHacker News comment

    Treats the Gatsby lineage as a reason to expect Mastra to be abandoned.

    "By the developers of Gatsby is a minus, not a plus makes me think this is going to be the next abandonware."
    Excerpt, epolanski

    Published Feb 19, 2025self-described: Weighing the team's Gatsby history

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  64. Negative

    fuddle, Hacker News commenter

    Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyHacker News comment

    Quoted the launch license's bar on providing the software to third parties as a hosted or managed service and disputed the open-source label; code outside ee/ directories is Apache 2.0 today.

    Published Feb 19, 2025self-described: Reading the license Mastra launched with

    Counts toward nothing current

    Replaced by newer evidence. Kept in the source history with its scope stated; it takes part in no current figure.

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Out of date
  65. Mixed

    joshstrange, Hacker News commenter who builds MCP tools

    Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyHacker News comment

    After reading the docs, an MCP tool builder considers moving tools into Mastra but plans to keep them behind MCP for portability.

    Published Feb 19, 2025self-described: Deciding whether to move MCP tools into Mastra

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  66. Positive

    alanwells, Hacker News commenter who compared several frameworks

    Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyHacker News comment

    A Mastra user who compared several frameworks says it balances high-level abstractions with low-level control and chose it for clarity and ease of use.

    "Strikes the right balance between letting me build with higher level abstractions but providing lower level controls when needed."
    Excerpt, alanwells

    Published Feb 19, 2025self-described: Choosing a TypeScript agent framework after trying several

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  67. Positive

    yovboy, Hacker News commenter

    Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyHacker News comment

    Had many problems with LangChain and is happy since switching to Mastra.

    "I had so many problems with lanchain and am very happy since switching to Mastra…"
    Excerpt, yovboy

    Published Feb 19, 2025self-described: Moved from LangChain to Mastra

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  68. Negative

    _pdp_, Hacker News commenter

    Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyHacker News comment

    Argues that agent frameworks, Mastra among them, cover the easy 5% of the work, orchestrating tools around a model, and leave the developer the other 95%.

    "All of these framework focus on the trivial and you can tell that simply by browsing the examples section."
    Excerpt, _pdp_

    Published Feb 19, 2025self-described: Reading the launch examples

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current
  69. Negative

    cpursley, Hacker News commenter

    Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyHacker News comment

    Calls JavaScript the wrong runtime for agents and prefers languages with a strong concurrency story, such as Elixir.

    "I agree, and it feels like JS is just the wrong runtime for agents."
    Excerpt, cpursley

    Published Feb 19, 2025self-described: Replying to a comment on agent frameworks

    Published on
    Developer Communities
    Who
    Individual builder
    Evidence
    Reported
    Applies to
    Current

Product documentation 14

Pages from Mastra, used to check facts for every group.

  1. Mastra model router

    Lists 8,187 models from 221 providers, named as provider/model-name strings. Mastra reads each provider's API key from its environment variable and falls back to the next configured model on a 500 error, rate limit, or timeout.

    Checked Oct 28, 2026

  2. Agents: generate() reference

    maxSteps sets the maximum number of sequential LLM calls an agent can make. The default is 5.

    Checked Oct 28, 2026

  3. Workflows overview

    Workflows are built with createWorkflow() and typed input and output schemas, run on the built-in execution engine by default, and can suspend and resume.

    Checked Oct 28, 2026

  4. Workflow runners

    Inngest adds step memoization, automatic retries, and suspend and resume as managed infrastructure. The @mastra/temporal package is labelled experimental and not ready for production use.

    Checked Oct 28, 2026

  5. Memory overview

    Lists Observational Memory (recommended), working memory, and semantic recall, and states that memory requires a storage provider.

    Checked Oct 28, 2026

  6. Observability overview

    Mastra traces agent and workflow runs and exports them to Langfuse, Datadog, Arize, and any OpenTelemetry-compatible platform.

    Checked Oct 28, 2026

  7. Deployment overview

    Mastra apps deploy to any Node.js-compatible environment, as a standalone Hono server, or through optional built-in deployers for Vercel, Netlify, and Cloudflare. They need Node.js 22.13 or later.

    Checked Oct 28, 2026

  8. Server overview

    Mastra runs with Express, Hono, or your own HTTP server, and secures endpoints with JWT, Clerk, Supabase, Firebase, Auth0, or WorkOS.

    Checked Oct 28, 2026

  9. Mastra Platform server

    A Platform service counts as idle after roughly 10 minutes with no outbound packets, and the Persistent Server add-on keeps it awake without traffic.

    Checked Oct 28, 2026

  10. Mastra pricing

    Starter is US$0 a month with 100K observability events, then US$10 per 100K, and 24 CPU hours, then US$0.35 per hour. Teams is US$250 a month with 1M events, then US$8 per 100K, 250 CPU hours, then US$0.25 per hour, SSO, and SOC 2 docs. Enterprise is custom, with RBAC and audit logs.

    Checked Oct 28, 2026

  11. CLI reference: telemetry

    Mastra collects telemetry by default, including a token-usage event per provider and model every 15 minutes, and MASTRA_TELEMETRY_DISABLED=1 opts out.

    Checked Oct 28, 2026

  12. Mastra Enterprise Edition License

    Version 2.0, effective September 22, 2026. Enterprise features in ee/ directories are source-available; production use needs a written agreement with Kepler and a valid license key.

    Checked Oct 28, 2026

  13. Mastra releases on GitHub

    @mastra/core 1.80.0 was released on October 28, 2026, a week after 1.79.0 on October 21.

    Checked Oct 28, 2026

  14. @mastra/core telemetry source (posthog.ts)

    @mastra/core sends PostHog events to us.posthog.com, including a mastra_model_token_usage event, with GeoIP lookup left on, unless MASTRA_TELEMETRY_DISABLED is set. The CLI groups API hosts so self-hosted and internal domains are not sent.

    Checked Oct 28, 2026

Source index

Provenance at a glance

Every source GILD read, with the original address and the context used to count it. Open a finding to filter the full cards above. On smaller screens the index lists each source once by name, cohort and date; its full record above carries the address, context and findings.

Provenance for every analyzed Signals source
SourceOriginal URLAuthor and contextWhoPublishedReview dateAppliesFindings
mastra build needs ~13× more memory since @mastra/deployer 1.79.0: typescriptSourcesResolver in option extractionID gh-28645 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/28645Tomas Varga (Sudolabs), GitHub user filing an issueself-described: mastra build on a larger app with integrationsProduct or platform teamPublished Oct 27, 2026Assessment reviewed Nov 1, 2026Current
I gave up naming my projects. My agents do it now.ID devto-daniel_ng | Engineering Blogs & Reviewsdev.to/daniel_ng/i-gave-up-naming-my-projects-my-agents-do-it-now-1275daniel, developer writing on dev.toself-described: Six-agent naming app on Gemma 4Individual builderPublished Oct 23, 2026Assessment reviewed Nov 1, 2026Current
"Hi @s": How we built our company agent harnessID blog-sanity.io | Engineering Blogs & Reviewswww.sanity.io/engineering/how-we-built-our-company-agent-harnessEven Westvang, Rostislav Melkumyan, and Knut Melvaer, Sanityself-described: Sanity's Content Agent and its company agent harnessProduct or platform teamPublished Oct 20, 2026Assessment reviewed Nov 1, 2026Current
Using Mastra Agents With a Custom OpenAI-Compatible API: the url Model Config, the Silent 5-Step Limit and Two Retry Layers That MultiplyID devto-amankumar_apiclaw | Engineering Blogs & Reviewsdev.to/amankumar_apiclaw/using-mastra-agents-with-a-custom-openai-compatible-api-the-url-model-config-the-silent-5-step-34ocAman Kumar, developer building the APIClaw gateway, writing on dev.toself-described: Mastra agents against a local OpenAI-compatible test serverIndividual builderPublished Oct 18, 2026Assessment reviewed Nov 1, 2026Current
refactor(admin-portal): research agents on the AI SDK; remove Mastra (paulclarke.au pull request 49)ID gh-pabloplico-paulclarke.au-49 | Developer Communitiesgithub.com/pabloplico/paulclarke.au/pull/49pabloplico, maintainer of the paulclarke.au siteself-described: Three research agents in an admin portalIndividual builderPublished Oct 16, 2026Assessment reviewed Nov 1, 2026Current
Drop @mastra/core: port coach agent/LLM calls to AI SDK (StreamDeckHabitTracker issue 98)ID gh-shaiss-StreamDeckHabitTracker-98 | Developer Communitiesgithub.com/shaiss/StreamDeckHabitTracker/issues/98Shai Perednik, maintainer of StreamDeckHabitTrackerself-described: Coach agent in a personal habit trackerIndividual builderPublished Oct 13, 2026Assessment reviewed Nov 1, 2026Current
Building a portfolio agent that can't make things upID devto-owen_adira | Engineering Blogs & Reviewsdev.to/owen_adira/building-a-portfolio-agent-that-cant-make-things-up-2nlcowen adira, developer writing on dev.toself-described: Portfolio question-answering agent on RailwayIndividual builderPublished Sep 30, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Strands HarnessID hn-49822231 | Developer Communitiesnews.ycombinator.com/item?id=49822231dzonga, Hacker News commenterself-described: Evaluating Strands and Mastra for TypeScript agentsIndividual builderPublished Sep 23, 2026Assessment reviewed Nov 1, 2026Current
How we migrated to Langfuse v4 ahead of the cutoverID blog-brainforge.ai | Engineering Blogs & Reviewsbrainforge.ai/blog/how-we-migrated-to-langfuse-v4/Uttam Kumaran, Brainforgeself-described: Brainforge's Mastra agent traces moving to Langfuse v4Product or platform teamPublished Sep 18, 2026Assessment reviewed Nov 1, 2026Current
Durable agents never run output processors on the Inngest engine (finish side effects skipped in 1.8.5, nested step in >=1.8.6)ID gh-23815 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/23815Greg (gregorskii), GitHub user filing an issueself-described: Durable agents on the Inngest engineIndividual builderPublished Sep 13, 2026Assessment reviewed Nov 1, 2026Needs a recheck
[BUG] Bedrock prompt caching silently skipped for Claude Opus 5ID gh-23003 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/23003Sai Srinivas Alahari (Sri01728), GitHub user filing an issueself-described: Long agentic threads on Claude Opus 5 through Amazon Bedrock with Mastra's code SDKIndividual builderPublished Sep 3, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Mastra Platform: dashboard env-var update left previous server instance running 3+ days, still serving traffic and firing scheduled workflows with stale envID gh-22704 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/22704Mehul Kasliwal, GitHub user filing an issueself-described: Scheduled runs on hosted Mastra PlatformProduct or platform teamPublished Aug 31, 2026Assessment reviewed Nov 1, 2026Needs a recheck
[BUG] EventedAgent recover() crashes after process restart when a nested durable LLM step is active (1.62+)ID gh-22636 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/22636OKeii (Apu.tech), GitHub user filing an issueself-described: Durable EventedAgent runs across a process restartProduct or platform teamPublished Aug 30, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Drop or patch the AI SDK v5 pin of @ai-sdk/provider-utils@3.0.30 (CVE-2026-8769)ID gh-22592 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/22592Diego Cesar Lerma Torres (Neuroglia Solutions), GitHub user filing an issueself-described: Production dependency tree with @mastra/core 1.63.2Product or platform teamPublished Aug 29, 2026Assessment reviewed Nov 1, 2026Needs a recheck
[BUG] approveToolCall() rejects a genuinely-suspended run when the snapshot is large (2s validator deadline + wrong workflowName)ID gh-22413 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/22413Devang Padhiyar (Simplified), GitHub user filing an issueself-described: Tool approval on suspended agent runsProduct or platform teamPublished Aug 26, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: Mastra AI vs LangGraph/LangChain, What's the way forward?ID sf-24 | Developer Communitieswww.reddit.com/r/AI_Agents/comments/1thitic/comment/p5z4maj/Zerxide, r/AI_Agentsself-described: Long-running TypeScript document-analysis workflows with human approvalProduct or platform teamPublished Aug 26, 2026Assessment reviewed Nov 1, 2026Current
[BUG] Memory silently falls back to the default 1536-dim vector index when the embedder's dimension probe failsID sf-4 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/22143S Banerjee, GitHub user filing an issueself-described: Semantic recall with a non-default embedding modelIndividual builderPublished Aug 23, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Observational Memory: sync observation failure blocks the user's turn for ~4 min of non-configurable retries, then aborts itID gh-21849 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/21849Lu, GitHub user filing an issueself-described: Observational Memory with a failing observer modelIndividual builderPublished Aug 19, 2026Assessment reviewed Nov 1, 2026Needs a recheck
We Built an On-Call Agent in Mastra: Where It Won and Where It Would NotID devto-devopsdaily | Engineering Blogs & Reviewsdev.to/devopsdaily/we-built-an-on-call-agent-in-mastra-where-it-won-and-where-it-would-not-obiDevOps Daily, engineering publication on dev.toself-described: On-call agent with rollback toolsProduct or platform teamPublished Aug 12, 2026Assessment reviewed Nov 1, 2026Current
[BUG] CachingPubSub mirrors multi-MB localOnly workflow events into shared Redis, uncapped RPUSH, TTL-less counter, and clearTopic never removes themID gh-20646 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/20646Greg McKelvey (phc-health), GitHub user filing an issueself-described: Redis-backed deployment of durable agentsProduct or platform teamPublished Aug 3, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Cut over conversation generation to Mastra and remove obsolete LangChain orchestration (tweedy issue 15)ID gh-bazmatic-tweedy-15 | Developer Communitiesgithub.com/bazmatic/tweedy/issues/15Barry Earsman, maintainer of tweedyself-described: Conversation generation moving off LangChain orchestrationIndividual builderPublished Jul 27, 2026Assessment reviewed Nov 1, 2026Current
Four Agent Frameworks in Sixteen MonthsID blog-engineering.vasco.app | Engineering Blogs & Reviewsengineering.vasco.app/articles/four-agent-frameworks/Sebastien Castiel, Staff Software Developer at Vascoself-described: Vasco's product agent across four frameworks in sixteen monthsProduct or platform teamPublished Jul 24, 2026Assessment reviewed Nov 1, 2026Current
Add CLAUDE.md/README docs and replace Mastra agent with Hermes Agent integration (Mentra-AI-Legacy-Hermes pull request 1)ID gh-AfterNow-Mentra-AI-Legacy-Hermes-1 | Developer Communitiesgithub.com/AfterNow/Mentra-AI-Legacy-Hermes/pull/1Philippe Lewicki (AfterNow), contributor to Mentra-AI-Legacy-Hermesself-described: Conversational agent with hand-built toolsProduct or platform teamPublished Jul 15, 2026Assessment reviewed Nov 1, 2026Current
fix(mcp): serve streamable HTTP statelessly (Postiz commit e11477ee)ID sf-25 | Developer Communitiesgithub.com/gitroomhq/postiz-app/commit/e11477ee0854e89dc1c9143c6165f8ce78f1aa44Gilad Resisi, Postiz engineer committing to gitroomhq/postiz-appself-described: Postiz's MCP service, built on @mastra/mcp, serving agent connectors in productionProduct or platform teamPublished Jul 9, 2026Assessment reviewed Nov 1, 2026Current
Kinde Is Missing from Mastra's Auth Lineup, So I Built the ProviderID devto-sholajegede | Engineering Blogs & Reviewsdev.to/sholajegede/kinde-is-missing-from-mastras-auth-lineup-so-i-built-the-provider-5gc9Shola Jegede, developer writing on dev.toself-described: Adding Kinde authentication to a Mastra serverIndividual builderPublished Jun 21, 2026Assessment reviewed Nov 1, 2026Current
Security: @mastra/core@1.42.1 (+memory/loggers/deployer/client-js) publish malicious easy-day-js typosquat with install-time script, from a non-maintainer npm accountID gh-18048 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/18048JaeHwan Kim, GitHub user filing an issueself-described: Dependency bot updating @mastra packages during the June 2026 compromiseProduct or platform teamPublished Jun 17, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Mastra vs AI SDK: I Built Production Apps With BothID yt-fGvPwG9_hCU | Podcasts, Talks & Videoswww.youtube.com/watch?v=fGvPwG9_hCUKristian, developer and technology video creatorself-described: Production apps on Mastra and the AI SDKIndividual builderPublished Jun 17, 2026Assessment reviewed Nov 1, 2026Current
My first production agent was spaghetti because one layer did three jobsID sf-17 | Engineering Blogs & Reviewsdev.to/mjmirza/my-first-production-agent-was-spaghetti-because-one-layer-did-three-jobs-1l0iMirza Iqbal, Mastra Agent Ambassador, writing on dev.toself-described: A production agent rebuilt as reasoning, IO and orchestration layersIndividual builderPublished Jun 12, 2026Assessment reviewed Nov 1, 2026CurrentNot counted. The author writes as a Mastra Agent Ambassador, a Mastra program.
5 walls multi-agent frameworks hit: receipts from Mastra's year of .network() to Supervisor migrationID sf-16 | Engineering Blogs & Reviewsdev.to/jackchenme/5-walls-multi-agent-frameworks-hit-receipts-from-mastras-year-of-network-to-supervisor-3am3Jack Chen, developer of open-multi-agent, writing on dev.toself-described: An audit of 32 Mastra GitHub issues on multi-agent work, May 2025 to May 2026Individual builderPublished May 21, 2026Assessment reviewed Nov 1, 2026CurrentNot counted. The author says he works on open-multi-agent, an open-source TypeScript multi-agent framework that competes with Mastra.
Mastra AI 1.0: The TypeScript Agent Framework Developers Are Actually ShippingID sf-18 | Engineering Blogs & Reviewsdev.to/jangwook_kim_e31e7291ad98/mastra-ai-10-the-typescript-agent-framework-developers-are-actually-shipping-2lanJangwook Kim, developer writing on dev.toself-described: A guide to Mastra 1.8.1 against LangChainIndividual builderPublished May 9, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Statecharts: hierarchical state machinesID hn-47916625 | Developer Communitiesnews.ycombinator.com/item?id=47916625davemo (David Mosher), Hacker News commenterself-described: Voice app for the banking sector on XState and MastraSmall product teamPublished Apr 27, 2026Assessment reviewed Nov 1, 2026Current
[BUG] Cross-provider tool_use IDs leak into subsequent requests: Anthropic srvtoolu_* sent to OpenAI Responses API causes 404 "Item not found"ID gh-15729 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/15729Sergey Andriyanov (Regul), GitHub user filing an issueself-described: Switching providers inside one memory threadProduct or platform teamPublished Apr 24, 2026Assessment reviewed Nov 1, 2026Needs a recheck
ObservationalMemoryProcessor.processInputStep blocks every agentic loop step with DB reads and token counting even when far below thresholdsID gh-15677 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/15677Leng, GitHub user filing an issueself-described: Observational Memory traced in LangfuseIndividual builderPublished Apr 23, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: LangChain or Mastra for a faster TypeScript based AI platform?ID sf-22 | Developer Communitieswww.reddit.com/r/LangChain/comments/1nk56kn/comment/ohlfpyv/aussie_182, r/LangChainself-described: Compared LangChain JS and MastraIndividual builderPublished Apr 22, 2026Assessment reviewed Nov 1, 2026Current
Comment on: LangChain or Mastra for a faster TypeScript based AI platform?ID sf-20 | Developer Communitieswww.reddit.com/r/LangChain/comments/1nk56kn/comment/obceas8/rothnic, r/LangChainself-described: Six months later, building production custom agentsIndividual builderPublished Mar 19, 2026Assessment reviewed Nov 1, 2026Current
Comment on: LangChain or Mastra for a faster TypeScript based AI platform?ID sf-21 | Developer Communitieswww.reddit.com/r/LangChain/comments/1nk56kn/comment/obccaks/TheBlackSunsh1ne, r/LangChainself-described: Running Mastra in productionIndividual builderPublished Mar 19, 2026Assessment reviewed Nov 1, 2026Current
Comment on: A GitHub Issue Title Compromised 4k Developer MachinesID hn-47264936 | Developer Communitiesnews.ycombinator.com/item?id=47264936Sytten, Hacker News commenter working at Caidoself-described: GitHub issue-triage action built on Mastra with a scoped tool setProduct or platform teamPublished Mar 5, 2026Assessment reviewed Nov 1, 2026Current
Building an RLM with Mastra: Introducing mastra-rlm-kitID devto-metasurfero | Engineering Blogs & Reviewsdev.to/metasurfero/building-an-rlm-with-mastra-introducing-mastra-rlm-kit-1c6jAlvaro Fragoso, developer writing on dev.toself-described: Open-source Recursive Language Model kit for MastraIndividual builderPublished Feb 16, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Should I start with langgraph or mastra if I want to build real AI agents?ID sf-23 | Developer Communitieswww.reddit.com/r/AI_Agents/comments/1o839eg/comment/o3bjvhx/Master_Page_116, r/AI_Agentsself-described: TypeScript project choosing between LangGraph and MastraIndividual builderPublished Feb 3, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsID hn-46699990 | Developer Communitiesnews.ycombinator.com/item?id=46699990dataviz1000, Hacker News commenterself-described: Three months with Mastra workflows that branch on rulesIndividual builderPublished Jan 21, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsID hn-46701640 | Developer Communitiesnews.ycombinator.com/item?id=46701640avaer, Hacker News commenter and Mastra userself-described: Happy Mastra user commenting on its marketingIndividual builderPublished Jan 21, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsID hn-46704176 | Developer Communitiesnews.ycombinator.com/item?id=46704176I_am_tiberius, Hacker News commenterself-described: Looking for platform prices at the 1.0 launchIndividual builderPublished Jan 21, 2026Assessment reviewed Nov 1, 2026Out of dateOut of date, counts toward nothing current
Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsID hn-46708111 | Developer Communitiesnews.ycombinator.com/item?id=46708111scirob, Hacker News commenter on a team running Mastraself-described: A team system built on Mastra, rebuilt in LangGraph for comparisonSmall product teamPublished Jan 21, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsID hn-46697336 | Developer Communitiesnews.ycombinator.com/item?id=46697336pancomplex, Hacker News commenter on a team with an all-TypeScript stackself-described: All-TypeScript product stackSmall product teamPublished Jan 20, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsID hn-46697582 | Developer Communitiesnews.ycombinator.com/item?id=46697582mrcwinn, Hacker News commenterself-described: Weighing Mastra against the model vendors' own agent SDKsIndividual builderPublished Jan 20, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsID hn-46699323 | Developer Communitiesnews.ycombinator.com/item?id=46699323esperent, Hacker News commenter building with Mastraself-described: A couple of weeks building on Mastra and the AI SDKIndividual builderPublished Jan 20, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra 1.0, open-source JavaScript agent framework from the Gatsby devsID sf-13 | Developer Communitiesnews.ycombinator.com/item?id=46698748solarkraft, Hacker News commenterself-described: Asking whether large agent harnesses run on MastraIndividual builderPublished Jan 20, 2026Assessment reviewed Nov 1, 2026Current
Full Story of Brex's AI Hail MaryID blog-latent.space | Podcasts, Talks & Videoswww.latent.space/p/brexJames Reggio, CTO of Brex, interviewed on Latent Spaceself-described: Brex's agent-layer applicationsTechnical leadershipPublished Jan 17, 2026Assessment reviewed Nov 1, 2026Current
Why I Love Mastra: Building Production AI Agents That Actually WorkID blog-prakhar.codes | Engineering Blogs & Reviewsprakhar.codes/blog/why-i-love-mastraPrakhar, developer writing on his own blogself-described: Production planning agent with 11 tools, memory, and RAGIndividual builderPublished Jan 3, 2026Assessment reviewed Nov 1, 2026Current
Resolving "This workflow run was not suspended" in Nested Mastra WorkflowsID devto-devamaz | Engineering Blogs & Reviewsdev.to/devamaz/mastra-this-workflow-run-was-not-suspended-error-4o3aAhmad Abdulaziz, developer writing on dev.toself-described: Nested workflows that suspend for inputIndividual builderPublished Dec 31, 2025Assessment reviewed Nov 1, 2026Current
Comment on: Agent design is still hardID hn-46015314 | Developer Communitiesnews.ycombinator.com/item?id=46015314moinism, Hacker News commenter comparing TypeScript agent frameworksself-described: Choosing between TypeScript agent SDKsIndividual builderPublished Nov 22, 2025Assessment reviewed Nov 1, 2026Current
[BUG] Mastra with ai-sdk v5 may cause duplicate assistant messagesID gh-9370 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/9370Bo Kou (Alipay), GitHub user filing an issueself-described: AI SDK v5 useChat calling Mastra's APIProduct or platform teamPublished Oct 28, 2025Assessment reviewed Nov 1, 2026Needs a recheck
[BUG] Memory incompatibility with GPT-5 mini reasoning models causes "required reasoning item" errorsID sf-2 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/9005Aman Rawat (Fastlaneai), GitHub user filing an issueself-described: Mastra agents with tools and memory on GPT-5 miniProduct or platform teamPublished Oct 19, 2025Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: LangChain or Mastra for a faster TypeScript based AI platform?ID sf-19 | Developer Communitieswww.reddit.com/r/LangChain/comments/1nk56kn/comment/new870b/rothnic, r/LangChainself-described: Evaluating Mastra and LangChain with LangGraph side by sideIndividual builderPublished Sep 18, 2025Assessment reviewed Nov 1, 2026Needs a recheck
[BUG] Vercel Deploy Failure: Error: A Serverless Function has exceeded the unzipped maximum size of 250 MB.ID gh-7348 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/7348Ni Ngo, GitHub user filing an issueself-described: Mastra app deployed to VercelIndividual builderPublished Sep 3, 2025Assessment reviewed Nov 1, 2026Needs a recheck
[BUG] Agent will make repetitive tool callsID gh-6827 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/6827clairecfu, GitHub user filing an issueself-described: Agent with mutating toolsIndividual builderPublished Aug 19, 2025Assessment reviewed Nov 1, 2026Needs a recheck
[BUG] Memory Leak in Mastra Workflow After Multiple RequestsID sf-1 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/6322Leo (Outlit), GitHub user filing an issueself-described: A workflow passed a deal context of about 20,000 tokens, stored in PostgresStoreProduct or platform teamPublished Jul 25, 2025Assessment reviewed Nov 1, 2026Needs a recheck
[BUG] Assistant toolcall messages can lead to duplicate responses and continuous chat loops, causing infinite tool callsID sf-5 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/5782Hongcai Deng, GitHub user filing an issueself-described: Chat agent mixing server tools and client toolsIndividual builderPublished Jul 9, 2025Assessment reviewed Nov 1, 2026Needs a recheck
[BUG] Inngest with Mastra not working in productionID sf-3 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/4523Sam Silva, GitHub user filing an issueself-described: A Vercel API project calling a Mastra and Inngest projectIndividual builderPublished May 29, 2025Assessment reviewed Nov 1, 2026Needs a recheck
LLMObs: Instrumentation for mastra (dd-trace-js feature request)ID gh-DataDog-dd-trace-js-5620 | Developer Communitiesgithub.com/DataDog/dd-trace-js/issues/5620Kosuke Oya, GitHub user filing a feature request with Datadogself-described: Mastra agents running in productionProduct or platform teamPublished Apr 27, 2025Assessment reviewed Nov 1, 2026Current
Reimplementing Mastra Workflows: Lessons LearnedID blog-stack.convex.dev | Engineering Blogs & Reviewsstack.convex.dev/reimplementing-mastra-regretsIan Macartney, engineer at Convexself-described: A week reimplementing Mastra workflows on ConvexProduct or platform teamPublished Mar 28, 2025Assessment reviewed Nov 1, 2026CurrentNot counted. The author works at Convex, which sells its own agent and workflow components.
[BUG] Bundle size regression (+17mb) after update is blocking cloudflare workers deploymentsID gh-3309 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/3309Marcos Candeia, GitHub user filing an issueself-described: Agents deployed to Cloudflare WorkersProduct or platform teamPublished Mar 28, 2025Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyID sf-9 | Developer Communitiesnews.ycombinator.com/item?id=43137870tough, Hacker News commenterself-described: Running Mastra against local model serversIndividual builderPublished Feb 22, 2025Assessment reviewed Nov 1, 2026Current
mastra dev in TypeScript monorepo doesn't correctly handle dependenciesID sf-6 | Developer Communitiesgithub.com/mastra-ai/mastra/issues/1996Ryan Kennedy, GitHub user filing an issueself-described: Mastra agent importing TypeScript tools from other monorepo packagesIndividual builderPublished Feb 21, 2025Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyID hn-43105932 | Developer Communitiesnews.ycombinator.com/item?id=43105932epolanski, Hacker News commenterself-described: Weighing the team's Gatsby historyIndividual builderPublished Feb 19, 2025Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyID hn-43106220 | Developer Communitiesnews.ycombinator.com/item?id=43106220fuddle, Hacker News commenterself-described: Reading the license Mastra launched withIndividual builderPublished Feb 19, 2025Assessment reviewed Nov 1, 2026Out of dateOut of date, counts toward nothing current
Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyID hn-43106250 | Developer Communitiesnews.ycombinator.com/item?id=43106250joshstrange, Hacker News commenter who builds MCP toolsself-described: Deciding whether to move MCP tools into MastraIndividual builderPublished Feb 19, 2025Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyID hn-43106351 | Developer Communitiesnews.ycombinator.com/item?id=43106351mplewis, Hacker News commenterself-described: Weighing the team's Gatsby historyIndividual builderPublished Feb 19, 2025Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyID hn-43107250 | Developer Communitiesnews.ycombinator.com/item?id=43107250alanwells, Hacker News commenter who compared several frameworksself-described: Choosing a TypeScript agent framework after trying severalIndividual builderPublished Feb 19, 2025Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyID sf-10 | Developer Communitiesnews.ycombinator.com/item?id=43105019yovboy, Hacker News commenterself-described: Moved from LangChain to MastraIndividual builderPublished Feb 19, 2025Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyID sf-7 | Developer Communitiesnews.ycombinator.com/item?id=43108437_pdp_, Hacker News commenterself-described: Reading the launch examplesIndividual builderPublished Feb 19, 2025Assessment reviewed Nov 1, 2026Current
Comment on: Show HN, Mastra, Open-source JS agent framework, by the developers of GatsbyID sf-8 | Developer Communitiesnews.ycombinator.com/item?id=43108655cpursley, Hacker News commenterself-described: Replying to a comment on agent frameworksIndividual builderPublished Feb 19, 2025Assessment reviewed Nov 1, 2026CurrentListed, no finding position
Mastra model routerID md-01 | Product Documentationmastra.ai/modelsMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
Agents: generate() referenceID md-02 | Product Documentationmastra.ai/reference/agents/generateMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
Workflows overviewID md-03 | Product Documentationmastra.ai/docs/workflows/overviewMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
Workflow runnersID md-04 | Product Documentationmastra.ai/docs/deployment/workflow-runnersMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
Memory overviewID md-05 | Product Documentationmastra.ai/docs/memory/overviewMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
Observability overviewID md-06 | Product Documentationmastra.ai/docs/observability/overviewMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
Deployment overviewID md-07 | Product Documentationmastra.ai/docs/deployment/overviewMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
Server overviewID md-08 | Product Documentationmastra.ai/docs/server/overviewMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
Mastra Platform serverID md-09 | Product Documentationmastra.ai/docs/mastra-platform/serverMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
Mastra pricingID md-10 | Product Documentationmastra.ai/pricingMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
CLI reference: telemetryID md-11 | Product Documentationmastra.ai/reference/cli/mastraMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
Mastra Enterprise Edition LicenseID md-12 | Product Documentationgithub.com/mastra-ai/mastra/blob/main/ee/LICENSEMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
Mastra releases on GitHubID md-13 | Product Documentationgithub.com/mastra-ai/mastra/releasesMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only
@mastra/core telemetry source (posthog.ts)ID md-14 | Product Documentationgithub.com/mastra-ai/mastra/blob/main/packages/core/src/telemetry/posthog.tsMastraOfficial Mastra documentation, pricing and license pagesNot counted (documentation)No date statedDocumentation checked Oct 28, 2026CurrentVerification only