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Amp Signals

What engineering leaders and their teams report about Amp, with every finding tied to its evidence.

Read the findings

What the evidence says

Whose sources count

Practitioner sentiment, all practitioners

+69 Strong positive from 56 sources that take a side

How this figure is made

Strong positive overall signal, net 69 points

From 51 authors in 53 discussions. Use a task pilot to measure accepted work and review time.

Analyzed
95 total sources
Top praise
Result Quality (15 of 16 sources) See praise evidence
Top concern
Usage / Cost (11 of 26 sources) See concern evidence

Jun 2025 to Oct 2026.

77 sources from practitioners, by month and sentiment.

Across the 56 sources that give an opinion the read is strongly positive, led by praise for model routing, result quality, and orbs. Cost is the most discussed concern. Most engineers who compared agents keep Amp as their main agent, and 9 use another.

Positive, mixed and negative sources

The score counts them as 38 positive, 10 mixed and 3 negative votes, one per author. See How the numbers work.

See the evidence

Below: 6 praise themes, 1 concern, 1 close to agreement and 2 disagreements.

Findings

Counted for All practitioners, from 77 sources. Change group

What practitioners praise

Every capability practitioners describe positively, ranked by how many sources say so. Open one to read who said it.

  1. Result Quality15 of 16 sources on it praise itWhether Amp's changes are correct and on target the first time.

    Counted for All practitioners.

    Positive, 15

    1. Positive

      microdrum, Hacker News commenter, self-described

      Comment on: Cognition launches new SWE-2 model, Rivaling Fable 5.1 and GPT-AstraHacker News comment

      Says Amp has led coding agents for almost a year.

      Published Sep 10, 2026

      Practitioner account, pseudonymous; opinion; not counted, repeats a stronger account

    2. Positive

      ahmadyan, Hacker News commenter

      Comment on: DeepClaude - Claude Code agent loop with DeepSeek V4 ProHacker News comment

      Finds the same Opus model works better in third-party harnesses such as Amp and Factory Droid than in Claude Code.

      Published May 4, 2026self-described: Maker of Agentastic

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    3. Positive

      shell0x, Hacker News commenter, self-described

      Comment on: How I write software with LLMsHacker News comment

      Has used Codex and Claude Max but keeps returning to Amp, which routes models by mode and often gets things right on the first attempt.

      Published Mar 16, 2026

      Practitioner account, pseudonymous; direct use; counts toward Operational control

    4. Mixed

      Web developer

      AMP vs Claude Code (CLI): Comparing of Agentic Coding ToolsPersonal blog post, cesarcouto.com

      Ran Amp and Claude Code with the same models, repository, and AGENTS.md; Amp was faster, cleaner, and needed fewer fixes, but only its free tier made it affordable.

      Published Jan 21, 2026self-described: Professional web development; over 95 percent of their code is AI-generated

      Practitioner account, self-described; structured test; counts toward Delivered outcomes, Operational control, Cost predictability and limits

    5. Positive

      truekonrads, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Loves Amp's results and its opinionated design, including prompts to hand off context, and not being tied to one model.

      Published Dec 9, 2025

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    6. Positive

      pjm331, Hacker News commenter, self-described

      Comment on: Agent design is still hardHacker News comment

      Says Amp started a bit rough but is now really good.

      Published Nov 22, 2025

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    7. Positive

      derencius, Hacker News commenter, self-described

      Comment on: Getting good results from Claude CodeHacker News comment

      Compares terminal agents and rates Amp very good and precise with its changes.

      Published Aug 9, 2025

      Practitioner account, pseudonymous; opinion; not counted, repeats a stronger account

    8. Positive

      sergiotapia, Hacker News commenter, self-described

      Comment on: 6 weeks of Claude CodeHacker News comment

      Has used Amp heavily and says it always hits the target.

      Published Aug 3, 2025

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    9. Positive

      Independent developer and contributor to the Air framework

      Amp Code Deep Dive and TalkPersonal blog post, Elite AI Assisted Coding

      Used Amp for a real open-source documentation task that was merged; it fixed a database bug from logs on the first try for US$4.10, though drafts needed trimming.

      Published Jul 30, 2025self-described: Open-source documentation task for the Air web framework

      Practitioner account, self-described; structured test; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    10. Positive

      mrklol, Hacker News commenter, self-described

      Comment on: Clarifying our pricingHacker News comment

      Tells others to just switch to Amp, saying its agent is superior in every way and its tooling achieves even more although it uses the same models.

      Published Jul 5, 2025

      Practitioner account, pseudonymous; opinion; not counted, repeats a stronger account

    11. Positive

      Kieran Klaassen, general manager of Cora at Every

      Transcript: 'How Two Engineers Ship Like a Team of 15 With AI Agents'Podcast episode transcript, AI & I (Every)

      Ranking AI coding agents on the Every podcast, Klaassen puts Amp in the S tier under Claude Code, saying it is very good at just getting work done, with pretty good ergonomics and good tools already.

      "Yes. It's very good at just getting work done. The ergonomics are pretty good, good tools already."
      Excerpt, Kieran Klaassen

      Published Jun 11, 2025Two-engineer team building Cora, an AI email product at Every, running several coding agents side by side

      Practitioner account, self-described; direct use; counts toward Delivered outcomes

    12. Positive

      Andrzej Krzywda, CEO of Arkency

      Post on an agent recording a bug video in an orbX post

      Had the Amp agent find a bug and then record a video of it inside an orb, a workflow he says orbs made frictionless.

      "Having the agent finding the bug, then record a video of a bug, this is a new addition to my toolbox."
      Excerpt, Andrzej Krzywda

      Published Aug 16, 2026Rails consultancy working on large legacy Rails applications

      Practitioner account, pseudonymous; direct use; counts toward Delivered outcomes

    13. Mixed

      sergiotapia, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Amp was their primary workhorse until they moved to cheaper models in the Claude CLI and then Opus 4.5 directly, spending about US$5 a day on Amp.

      Published Dec 9, 2025

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    14. Positive

      hnidiots3, Hacker News commenter, self-described

      Comment on: Claude Code on the webHacker News comment

      Says having Amp check everything with the Oracle, a second model, gives better results than Codex on backend work.

      Published Oct 20, 2025

      Practitioner account, pseudonymous; opinion; not counted, repeats a stronger account

    15. Mixed

      Developer

      Amp - Vibe Code With Me - Ep 016Video, YouTube

      Calls Amp the best coding agent used so far and by far the most expensive, at US$15 in two hours. It was the first test where all the tasks got done, yet the author finds the return hard to justify against Claude Code Max at US$100 a month.

      "…could be interesting. But I still think I think I still think it's hard to justify this cost compared to like just giving everybody Claude Max, for example, you know, the 5x or even the 10X. Again, I spent $15 in two hours."
      Transcript excerpt, at 2:29:22

      Published Oct 6, 2025self-described: Solo, building an expense app on stream

      Practitioner account, self-described; structured test; counts toward Delivered outcomes, Reliability, Cost predictability and limits, Adoption and upkeep

    Mixed or negative, 1

    1. Mixed

      Independent developer maintaining open-source side projects

      AI coding agent one-shot challenge with Amp, Claude Code and GeminiPersonal blog post, Land of Unknwon (unknwon.io)

      Gave Amp, Claude Code, and Gemini CLI the same one-shot build; Amp matched the template structure best but left a broken app and stopped mid-task.

      Published Jul 22, 2025self-described: Solo, side projects

      Practitioner account; structured test; counts toward Delivered outcomes, Reliability

    Open them in the record
  2. Oracle & Model RoutingAll 14 sources on it praise itWhether Amp's mix of models, the Oracle, the Librarian, and subagents produces better plans and reviews.

    Counted for All practitioners.

    1. Mixed

      Software engineer

      Amp vs Claude Code: Is It Worth Switching in 2026?Personal blog post, alexdunlop.com

      Ran Amp and Claude Code on the same Python task: Amp's model routing and visible subagents stood out, it felt expensive, and both failed on ruff.

      Published Jun 15, 2026self-described: Solo build of a multi-agent setup with an MCP server and a web frontend

      Practitioner account, self-described; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    2. Positive

      jauntywundrkind, Hacker News commenter, self-described

      Comment on: Amp Free Is FullHacker News comment

      Calls Amp an amazing product they love recommending, praising handoff, threads and sharing, and the Oracle. Says people sign up right away once told about the free, ad-supported plan.

      Published Feb 11, 2026

      Practitioner account, pseudonymous; opinion; not counted, repeats a stronger account

    3. Positive

      incoming1211, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Compares most terminal agents and says Amp costs more but gives the best results, crediting the Librarian and the Oracle.

      Published Dec 8, 2025

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    4. Positive

      Co-founder of Octoco

      Getting Started with AmpPersonal blog post, G-J's Substack

      A co-founder's starter guide for Octoco's senior engineers: keep threads short, plan with the Oracle, hand off phases, and expect cost to grow with long threads.

      Published Oct 28, 2025self-described: Octoco, senior engineering staff being introduced to Amp

      Practitioner account, self-described; direct use; counts toward Reliability, Operational control, Cost predictability and limits

    5. Positive

      hnidiots3, Hacker News commenter, self-described

      Comment on: Claude Code on the webHacker News comment

      Says having Amp check everything with the Oracle, a second model, gives better results than Codex on backend work.

      Published Oct 20, 2025

      Practitioner account, pseudonymous; opinion; not counted, repeats a stronger account

    6. Positive

      Creator of Ghostty

      Vibing a Non-Trivial Ghostty FeaturePersonal blog post, mitchellh.com

      Built a Ghostty feature with Amp over 16 sessions totalling US$15.98 in token spend, consulting the Oracle for all planning. Guided the agent through cleanup sessions with minor manual changes and merged after a final manual review.

      Published Oct 11, 2025self-described: Ghostty, open-source terminal emulator; macOS update notification feature

      Practitioner account; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits

    7. Mixed

      pjm331, Hacker News commenter, self-described

      Comment on: Jules, our asynchronous coding agentHacker News comment

      Finds Amp good but short of Claude Code's polish and features, and reaches for it for code review because of the Oracle.

      Published Aug 6, 2025

      Practitioner account, pseudonymous; direct use; counts toward Operational control

    8. Positive

      mark_undoio, CTO of Undo, Hacker News commenter

      Comment on: Claude Opus 4.1Hacker News comment

      Found that asking Amp to have the Oracle check the main model's debugging work helped, and the main model did better once prompted that way.

      Published Aug 5, 2025self-described: CTO of Undo, a record and replay debugging company

      Practitioner account, pseudonymous; direct use; counts toward Operational control

    9. Positive

      d_sc, Hacker News commenter, self-described

      Comment on: Cognition (Devin AI) to Acquire WindsurfHacker News comment

      Rates Amp very good, highlighting the Oracle that uses o3 for reviews and a team leaning into the agentic approach.

      Published Jul 16, 2025

      Practitioner account, pseudonymous; opinion; not counted, repeats a stronger account

    10. Positive

      usef-, Hacker News commenter, self-described

      Comment on: Claude Sonnet 5Hacker News comment

      Recalls that Amp picked the best model for each task and that its CLI steered users toward good practice, such as replacing a context clear with a handoff.

      Published Jul 1, 2026

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    11. Positive

      shell0x, Hacker News commenter, self-described

      Comment on: How I write software with LLMsHacker News comment

      Has used Codex and Claude Max but keeps returning to Amp, which routes models by mode and often gets things right on the first attempt.

      Published Mar 16, 2026

      Practitioner account, pseudonymous; direct use; counts toward Operational control

    12. Positive

      Developer

      Should You Use Ampcode for Production Code? One Month InPersonal blog post, IntelligentTools

      After a month with both Cursor and Amp, uses Amp for refactorings and architectural changes that touch many files, and Deep mode almost exclusively for production work. Runs Amp on a dedicated branch and reviews every commit before merging to main.

      Published Feb 7, 2026self-described: Healthcare software work; runs Amp on a dedicated branch

      Practitioner account, self-described; direct use; counts toward Delivered outcomes, Reliability, Operational control, Cost predictability and limits, Adoption and upkeep

    13. Positive

      truekonrads, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Loves Amp's results and its opinionated design, including prompts to hand off context, and not being tied to one model.

      Published Dec 9, 2025

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    14. Positive

      Independent developer

      Amp: Notes from reading the Amp manualPersonal blog post, hamel.dev

      Names threads their favorite Amp feature, finds model abstraction works despite early doubts, and pays per token because the time saved is worth it.

      Published Nov 2, 2025self-described: Solo use, including SEO work on their own site

      Practitioner account, self-described; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    Open them in the record
  3. Developer Experience14 of 17 sources on it praise itHow working with Amp in the CLI, the editor, or the web app feels day to day.

    Counted for All practitioners.

    Positive, 14

    1. Positive

      cavoirom, Hacker News commenter, self-described

      Comment on: Plan mode is deadHacker News comment

      Has used Amp since November 2025 and says it needs no plan mode, only conversation.

      Published Sep 26, 2026

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    2. Positive

      usef-, Hacker News commenter, self-described

      Comment on: Claude Sonnet 5Hacker News comment

      Recalls that Amp picked the best model for each task and that its CLI steered users toward good practice, such as replacing a context clear with a handoff.

      Published Jul 1, 2026

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    3. Positive

      4b11b4, Hacker News commenter, self-described

      Comment on: Claude Code is being dumbed down?Hacker News comment

      Says Amp feels much better than Claude Code and likes that a message reaches the agent as soon as they send it.

      Published Feb 11, 2026

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    4. Positive

      Independent developer

      I keep coming back to Amp CodePersonal blog post, Jibran's Perspective (asadjb.com)

      Compared Amp, Claude Code, and Codex on the same tasks and enjoyed Amp most; cost pushed them to Claude Max, but they plan to return to Amp.

      Published Feb 8, 2026self-described: Solo; also uses Claude Code (Max) and Codex

      Practitioner account; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    5. Positive

      tbliu, Hacker News commenter, self-described

      Comment on: Anthropic blocks third-party use of Claude Code subscriptionsHacker News comment

      Uses Amp's free tier with Opus 4.5 heavily, calls it a very nice CLI, and finds the ads fairly unobtrusive.

      Published Jan 9, 2026

      Practitioner account, pseudonymous; direct use; counts toward Operational control, Cost predictability and limits

    6. Positive

      the_mitsuhiko, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Thinks Amp is great but pricey, and says it feels like a product its own builders use.

      Published Dec 9, 2025

      Practitioner account, pseudonymous; opinion; not counted, takes no position

    7. Positive

      Developer and streamer

      Can AMP Code Beat Claude Code? | Feature Build Day 3Video (livestream), YouTube

      Tried Amp as a plugin in Cursor to see if it could beat a Claude Code workflow while adding a photo upload feature live. Had Amp turn existing Claude.md files and Cursor rules into AGENTS.md files and calls the agent really, really smooth and really easy.

      "This is nice. And now we have a pages, so we have go to app page. I'm just kind of reviewing the code as it's flying in. So client-side validation type, great. Awesome. I think so it just feels smooth I a…"
      Transcript excerpt, at 1:02:08Partial support

      Published Sep 7, 2025self-described: Solo, building a photo upload feature for their own app

      Practitioner account, self-described; direct use; counts toward Adoption and upkeep

    8. Positive

      Gys, Hacker News commenter, self-described

      Comment on: Ask HN: Why do Cursor, Windsurf and Claude Code dominate the conversation?Hacker News comment

      Uses the Amp VS Code plugin and is very happy with it, finding it easier than Claude Code and Cursor, which they tried earlier.

      Published Jul 21, 2025

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    9. Positive

      Kieran Klaassen, general manager of Cora at Every

      Transcript: 'How Two Engineers Ship Like a Team of 15 With AI Agents'Podcast episode transcript, AI & I (Every)

      Ranking AI coding agents on the Every podcast, Klaassen puts Amp in the S tier under Claude Code, saying it is very good at just getting work done, with pretty good ergonomics and good tools already.

      "Yes. It's very good at just getting work done. The ergonomics are pretty good, good tools already."
      Excerpt, Kieran Klaassen

      Published Jun 11, 2025Two-engineer team building Cora, an AI email product at Every, running several coding agents side by side

      Practitioner account, self-described; direct use; counts toward Delivered outcomes

    10. Positive

      vladstudio, Hacker News commenter

      Comment on: Cursor 1.0Hacker News comment

      Says Amp took model and prompt configuration off their hands, and that they enjoy AI-assisted coding more because it just works.

      Published Jun 5, 2025self-described: Self-employed wallpaper designer

      Practitioner account, pseudonymous; direct use; counts toward Adoption and upkeep

    11. Positive

      Andrei Maxim, applied AI engineer and former Ruby developer

      The State of Agents in the CloudX post (X article)

      After two weeks on Amp, set up orbs, Claude Code cloud, and Codex cloud side by side. Amp generated its own orb setup scripts and orbs just worked, which he rates well above the other two cloud agents.

      "All in all, Amp with Orbs feels significantly above the current state of agents in the cloud, much like the jump from Opus 4.1 to 4.5 from late last year."
      Excerpt, Andrei Maxim

      Published Aug 3, 2026self-described: Compared Amp orbs with Claude Code and Codex cloud environments on his own projects

      Practitioner account, pseudonymous; direct use; counts toward Adoption and upkeep

    12. Positive

      Mike Hostetler, founder and Elixir agent framework builder

      Amp Got Cloud Coding Sandboxes RightX post (X article)

      Pointed an orb at his ReqLLM repository: Amp prepared the environment with a skill, made the change, and pushed it to GitHub with permissions in place. His complaints were a large default orb size and a confusing project screen.

      "The agent made the requested change, committed the code, and pushed it back to GitHub with the permissions already in place."
      Excerpt, Mike Hostetler

      Published Jul 20, 2026self-described: Maintains several open-source Elixir repositories, including ReqLLM

      Practitioner account, pseudonymous; direct use; counts toward Delivered outcomes, Operational control, Adoption and upkeep

    13. Mixed

      Web developer

      AMP vs Claude Code (CLI): Comparing of Agentic Coding ToolsPersonal blog post, cesarcouto.com

      Ran Amp and Claude Code with the same models, repository, and AGENTS.md; Amp was faster, cleaner, and needed fewer fixes, but only its free tier made it affordable.

      Published Jan 21, 2026self-described: Professional web development; over 95 percent of their code is AI-generated

      Practitioner account, self-described; structured test; counts toward Delivered outcomes, Operational control, Cost predictability and limits

    14. Positive

      WEBdoze, YouTube channel

      I Tried the Ad-Supported AI Coding Agent (Amp Free)Video, WEBdoze (YouTube)

      Tested Amp Free in the CLI and VS Code extension on a solar panel website, found the free result decent and functional, likes the UI and finds the in-tool ads pretty good. Guesses complex work will still need the paid smart option.

      "…this is working. For complex things, I guess you will going to need still the smart option to be enabled. But yeah, you need to add money. I'm curious to see if this uh plan it will work also the free one and the one…"
      Transcript excerpt, at 15:24Partial support

      Published Oct 17, 2025self-described: Solo, small web projects

      Practitioner account, self-described; direct use; counts toward Operational control, Cost predictability and limits

    Mixed or negative, 3

    1. Mixed

      Company founder, co-host of Mostly Technical

      147: It's Orbin' TimePodcast episode, Mostly Technical (podcast)

      Moved their company work to orbs to keep agents off their laptop and share running threads, but finds the weakest part is Amp's harness, and the ship button is loose.

      "…button, but the ship button just does just injects a prompt. So it can do literally anything you want. And so it says yeah, it just says pull down uh fix any merge issues, you know, push it back up. Uh you don't need to…"
      Transcript excerpt, at 1:01:26Partial support

      Published Sep 1, 2026self-described: Their company's app work; the company's CTO tried orbs first

      Practitioner account, self-described; opinion; not counted, takes no position

    2. Mixed

      pjm331, Hacker News commenter, self-described

      Comment on: Jules, our asynchronous coding agentHacker News comment

      Finds Amp good but short of Claude Code's polish and features, and reaches for it for code review because of the Oracle.

      Published Aug 6, 2025

      Practitioner account, pseudonymous; direct use; counts toward Operational control

    3. Mixed

      Developer and YouTube creator

      Coding with Claude Opus 4.5 For Free! (AmpCode)Video, YouTube

      Uses the Amp extension's free daily US$10 for a few Opus 4.5 requests beside their main tool, and dislikes the CLI.

      "…run the code. It has two modes. Smart that uses OPUS 4.5, GBT 5.2 and also RAS which uses smaller models like Hiku 4.5. Now, this is super powerful because $10 of free usage every single day means you could use Oppus 4.5 and JP…"
      Transcript excerpt, at 1:05Partial support

      Published Jan 19, 2026self-described: Solo

      Practitioner account, self-described; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits

    Open them in the record
  4. Threads & HandoffAll 13 sources on it praise itSaved, shareable threads, and moving work between focused threads.

    Counted for All practitioners.

    1. Mixed

      navs, Hacker News commenter

      Comment on: How Compaction Works in PiHacker News comment

      Says Amp had a handoff feature for a while that they found genuinely useful and, anecdotally, felt worked better than compaction, until Amp removed it.

      Published Aug 14, 2026self-described: Software engineer in Australia, New Zealand and Fiji

      Practitioner account, pseudonymous; direct use; counts toward Adoption and upkeep

    2. Positive

      SatvikBeri, Hacker News commenter, self-described

      Comment on: Claude Code's compaction discards data that's still on diskHacker News comment

      Uses Amp over Claude Code for its thread tree and handoff, which keep each session focused and context low; finds Claude Code's compaction worse.

      Published Feb 21, 2026

      Practitioner account, pseudonymous; direct use; counts toward Delivered outcomes

    3. Positive

      jauntywundrkind, Hacker News commenter, self-described

      Comment on: Amp Free Is FullHacker News comment

      Calls Amp an amazing product they love recommending, praising handoff, threads and sharing, and the Oracle. Says people sign up right away once told about the free, ad-supported plan.

      Published Feb 11, 2026

      Practitioner account, pseudonymous; opinion; not counted, repeats a stronger account

    4. Positive

      truekonrads, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Loves Amp's results and its opinionated design, including prompts to hand off context, and not being tied to one model.

      Published Dec 9, 2025

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    5. Positive

      MorehouseJ09, Founder and CEO of Nuon, Hacker News commenter

      Comment on: You should still be writing code from your editorHacker News comment

      Is most bullish on Amp because it can be driven from different contexts and its threads beat anything else they have seen.

      Published Nov 16, 2025self-described: Founder and CEO of Nuon

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    6. Positive

      Independent developer

      Amp Coding Agent: Features That Make It Stand OutPersonal blog post, peterwarnock.com

      Says Amp has consistently impressed them, singling out handoff as a better version of Claude Code's compaction and scoped instructions for complex projects.

      Published Nov 10, 2025self-described: Engineering lead for CI/CD and DevOps

      Practitioner account; direct use; counts toward Delivered outcomes

    7. Positive

      Independent developer

      Amp: Notes from reading the Amp manualPersonal blog post, hamel.dev

      Names threads their favorite Amp feature, finds model abstraction works despite early doubts, and pays per token because the time saved is worth it.

      Published Nov 2, 2025self-described: Solo use, including SEO work on their own site

      Practitioner account, self-described; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    8. Positive

      Mitchell Hashimoto, creator of Ghostty and co-founder of HashiCorp

      Post on shared Amp threads in pull requestsX post

      Says sharing a whole session globally is the favorite part of Amp, that pull requests with Amp threads attached make Hashimoto very, very happy as a maintainer, and links one from a bug fix that morning.

      "PRs with Amp threads attached make me very, very happy as a maintainer."
      Excerpt, Mitchell Hashimoto

      Published Sep 3, 2025self-described: Maintainer of the Ghostty terminal, reviewing outside pull requests

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    9. Positive

      usef-, Hacker News commenter, self-described

      Comment on: Claude Sonnet 5Hacker News comment

      Recalls that Amp picked the best model for each task and that its CLI steered users toward good practice, such as replacing a context clear with a handoff.

      Published Jul 1, 2026

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    10. Mixed

      Software engineer

      Amp vs Claude Code: Is It Worth Switching in 2026?Personal blog post, alexdunlop.com

      Ran Amp and Claude Code on the same Python task: Amp's model routing and visible subagents stood out, it felt expensive, and both failed on ruff.

      Published Jun 15, 2026self-described: Solo build of a multi-agent setup with an MCP server and a web frontend

      Practitioner account, self-described; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    11. Positive

      Co-founder of Octoco

      Getting Started with AmpPersonal blog post, G-J's Substack

      A co-founder's starter guide for Octoco's senior engineers: keep threads short, plan with the Oracle, hand off phases, and expect cost to grow with long threads.

      Published Oct 28, 2025self-described: Octoco, senior engineering staff being introduced to Amp

      Practitioner account, self-described; direct use; counts toward Reliability, Operational control, Cost predictability and limits

    12. Positive

      Creator of Ghostty

      Vibing a Non-Trivial Ghostty FeaturePersonal blog post, mitchellh.com

      Built a Ghostty feature with Amp over 16 sessions totalling US$15.98 in token spend, consulting the Oracle for all planning. Guided the agent through cleanup sessions with minor manual changes and merged after a final manual review.

      Published Oct 11, 2025self-described: Ghostty, open-source terminal emulator; macOS update notification feature

      Practitioner account; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits

    13. Mixed

      Independent developer maintaining open-source side projects

      AI coding agent one-shot challenge with Amp, Claude Code and GeminiPersonal blog post, Land of Unknwon (unknwon.io)

      Gave Amp, Claude Code, and Gemini CLI the same one-shot build; Amp matched the template structure best but left a broken app and stopped mid-task.

      Published Jul 22, 2025self-described: Solo, side projects

      Practitioner account; structured test; counts toward Delivered outcomes, Reliability

    GILD's fact checks, which don't count as sources

    Checked Oct 12, 2026.Handoff left with the May 2026 rebuild. Amp now compacts a thread automatically at 90% of its context window, and threads can still read and reference other threads. Praise for handoff describes the earlier product. Amp, Rebuilt

    Open them in the record
  5. Orbs & Cloud AgentsAll 12 sources on it praise itRunning each thread on its own cloud machine and following it from any device.

    Counted for All practitioners.

    1. Positive

      Taylor Otwell, creator of Laravel

      Post on moving Omega development to the cloudX post

      Moved his dev work to the cloud, tried Claude and Amp, and kept Amp because it got his workspace scripted while Claude kept hitting snags. He works across 5 repositories and finds orbs less locked down than a sandbox.

      "Stuck with Amp because it was able to help me get my workspace scripted and working well - Claude was close but I just kept hitting random snags."
      Excerpt, Taylor Otwell

      Published Oct 7, 2026self-described: Laravel product work across 5 repositories with multiple agents

      Practitioner account, pseudonymous; direct use; counts toward Delivered outcomes, Operational control, Adoption and upkeep

    2. Mixed

      Company founder, co-host of Mostly Technical

      147: It's Orbin' TimePodcast episode, Mostly Technical (podcast)

      Moved their company work to orbs to keep agents off their laptop and share running threads, but finds the weakest part is Amp's harness, and the ship button is loose.

      "…button, but the ship button just does just injects a prompt. So it can do literally anything you want. And so it says yeah, it just says pull down uh fix any merge issues, you know, push it back up. Uh you don't need to…"
      Transcript excerpt, at 1:01:26Partial support

      Published Sep 1, 2026self-described: Their company's app work; the company's CTO tried orbs first

      Practitioner account, self-described; opinion; not counted, takes no position

    3. Positive

      josevalerio, Hacker News commenter, self-described

      Comment on: OrbsHacker News comment

      Finds orbs more consistent than Codex cloud, alongside Cursor's cloud agents.

      Published Aug 30, 2026

      Practitioner account, pseudonymous; opinion; not counted, takes no position

    4. Positive

      altschuler, Hacker News commenter, self-described

      Comment on: OrbsHacker News comment

      Finds orbs fantastic for portals, multiplayer, local syncing, and Puck, and calls Amp the best US$20 a month they spend on dev tools.

      Published Aug 30, 2026

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    5. Positive

      Joey Kudish, software developer with 20 years of experience

      Post on moving project work to AmpX post

      Is moving most of his project work to Amp orbs and writing custom plugins and infrastructure to manage them, keeping Codex for occasional local work and computer use.

      "I think I'm ready to move most of my project work to @AmpCode. I'm even writing some custom plugins and custom infra around it to better manage my orbs the way i need them to work."
      Excerpt, Joey Kudish

      Published Aug 18, 2026self-described: Independent developer running several products; also uses Codex

      Practitioner account, pseudonymous; direct use; counts toward Operational control

    6. Positive

      JJ Englert, Enablement Lead at Tenex

      Post on the team's use of Amp orbsX post

      Says his team is loving Amp's orbs, one of the few tools they found that makes moving work off local machines and into the cloud easy.

      "Our team is loving amp right now, specifically how their orbs work."
      Excerpt, JJ Englert

      Published Aug 18, 2026self-described: AI consulting firm team moving work from local machines to the cloud

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    7. Positive

      Andrzej Krzywda, CEO of Arkency

      Post on an agent recording a bug video in an orbX post

      Had the Amp agent find a bug and then record a video of it inside an orb, a workflow he says orbs made frictionless.

      "Having the agent finding the bug, then record a video of a bug, this is a new addition to my toolbox."
      Excerpt, Andrzej Krzywda

      Published Aug 16, 2026Rails consultancy working on large legacy Rails applications

      Practitioner account, pseudonymous; direct use; counts toward Delivered outcomes

    8. Positive

      Ravindra Barthwal, founder building dxcode

      Post to the Amp team on orbsX post

      Found Amp good but costly in the past. After 4 days on the US$20 plan he gets a lot of value, with one orb working for over 4 days and coordinating with other orbs.

      "In just $20 I am getting ton of value. One of my orb is working for over 4 days now and co-coordinating with other orbs…"
      Excerpt, Ravindra Barthwal

      Published Aug 15, 2026self-described: Has tried Cursor, Devin, Codex, Claude, and other cloud agents

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    9. Positive

      r5Khe, Hacker News commenter, self-described

      Comment on: Launch HN: Hoplite (YC S26) - Effortlessly deploy cloud coding agentsHacker News comment

      Has used Amp for a while, says Amp "seems to be doing something very similar" to the cloud agent tool being launched, and calls one thread per VM a solid model going forward.

      Published Aug 3, 2026

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    10. Positive

      Andrei Maxim, applied AI engineer and former Ruby developer

      The State of Agents in the CloudX post (X article)

      After two weeks on Amp, set up orbs, Claude Code cloud, and Codex cloud side by side. Amp generated its own orb setup scripts and orbs just worked, which he rates well above the other two cloud agents.

      "All in all, Amp with Orbs feels significantly above the current state of agents in the cloud, much like the jump from Opus 4.1 to 4.5 from late last year."
      Excerpt, Andrei Maxim

      Published Aug 3, 2026self-described: Compared Amp orbs with Claude Code and Codex cloud environments on his own projects

      Practitioner account, pseudonymous; direct use; counts toward Adoption and upkeep

    11. Positive

      Developer, formerly at Heptabase

      AmpCode is coolPersonal blog post, blog.ianhsiao.me

      Uses orbs and thread-to-thread messaging to move work between local and remote machines, and credits Amp for removing features as models improve.

      Published Jul 31, 2026self-described: Builds their own app; uses orbs from an iPad

      Practitioner account, self-described; direct use; counts toward Adoption and upkeep

    12. Positive

      Mike Hostetler, founder and Elixir agent framework builder

      Amp Got Cloud Coding Sandboxes RightX post (X article)

      Pointed an orb at his ReqLLM repository: Amp prepared the environment with a skill, made the change, and pushed it to GitHub with permissions in place. His complaints were a large default orb size and a confusing project screen.

      "The agent made the requested change, committed the code, and pushed it back to GitHub with the permissions already in place."
      Excerpt, Mike Hostetler

      Published Jul 20, 2026self-described: Maintains several open-source Elixir repositories, including ReqLLM

      Practitioner account, pseudonymous; direct use; counts toward Delivered outcomes, Operational control, Adoption and upkeep

    GILD's fact checks, which don't count as sources

    Checked Oct 12, 2026.Orbs bill by the minute, from US$0.08 per hour for a1.tiny to US$2.13 per hour for a1.3xlarge. They pause 5 minutes after the agent stops or 20 minutes after the last interaction, whichever is later. Runners on your own machines cost nothing. Sizes & Costs

    Open them in the record
  6. Value for Money3 of 9 sources on it praise itWhether what Amp does is worth what it costs, measured against Claude and Codex plans.

    Counted for All practitioners.

    Positive, 3

    1. Positive

      Ravindra Barthwal, founder building dxcode

      Post to the Amp team on orbsX post

      Found Amp good but costly in the past. After 4 days on the US$20 plan he gets a lot of value, with one orb working for over 4 days and coordinating with other orbs.

      "In just $20 I am getting ton of value. One of my orb is working for over 4 days now and co-coordinating with other orbs…"
      Excerpt, Ravindra Barthwal

      Published Aug 15, 2026self-described: Has tried Cursor, Devin, Codex, Claude, and other cloud agents

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    2. Positive

      altschuler, Hacker News commenter, self-described

      Comment on: OrbsHacker News comment

      Finds orbs fantastic for portals, multiplayer, local syncing, and Puck, and calls Amp the best US$20 a month they spend on dev tools.

      Published Aug 30, 2026

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    3. Positive

      Independent developer

      Amp: Notes from reading the Amp manualPersonal blog post, hamel.dev

      Names threads their favorite Amp feature, finds model abstraction works despite early doubts, and pays per token because the time saved is worth it.

      Published Nov 2, 2025self-described: Solo use, including SEO work on their own site

      Practitioner account, self-described; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    Mixed or negative, 6

    1. Mixed

      SatvikBeri, Hacker News commenter, self-described

      Comment on: Elevated error rates on Opus 4.7Hacker News comment

      Has used Amp a bit and finds it quite nice, but more expensive than Claude without a subsidized subscription, so they have little reason to switch.

      Published May 15, 2026

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    2. Positive

      Independent developer

      I keep coming back to Amp CodePersonal blog post, Jibran's Perspective (asadjb.com)

      Compared Amp, Claude Code, and Codex on the same tasks and enjoyed Amp most; cost pushed them to Claude Max, but they plan to return to Amp.

      Published Feb 8, 2026self-described: Solo; also uses Claude Code (Max) and Codex

      Practitioner account; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    3. Mixed

      Web developer

      AMP vs Claude Code (CLI): Comparing of Agentic Coding ToolsPersonal blog post, cesarcouto.com

      Ran Amp and Claude Code with the same models, repository, and AGENTS.md; Amp was faster, cleaner, and needed fewer fixes, but only its free tier made it affordable.

      Published Jan 21, 2026self-described: Professional web development; over 95 percent of their code is AI-generated

      Practitioner account, self-described; structured test; counts toward Delivered outcomes, Operational control, Cost predictability and limits

    4. Mixed

      sergiotapia, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Amp was their primary workhorse until they moved to cheaper models in the Claude CLI and then Opus 4.5 directly, spending about US$5 a day on Amp.

      Published Dec 9, 2025

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    5. Mixed

      lvl155, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Found Amp really good in summer 2025 but calls cost its biggest downside and questions what the price buys without its own model.

      Published Dec 8, 2025

      Practitioner account, pseudonymous; opinion; not counted, takes no position

    6. Negative

      embedding-shape, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Tried Amp a couple of times, spending US$5, then US$10, then US$20, and says it is so expensive they struggle to judge it fairly. Has ChatGPT Pro and is not stingy with paying for useful things, but Amp is past their limit.

      Published Dec 8, 2025

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    Open them in the record

What concerns them

Every concern practitioners raise, most raised first.

  1. Usage / Cost11 of 26 sources on it raise it as a concernSpend per task, metered credits, and how predictable the bill is.

    Counted for All practitioners.

    Raised as a concern, 11

    1. Mixed

      Software engineer

      Amp vs Claude Code: Is It Worth Switching in 2026?Personal blog post, alexdunlop.com

      Ran Amp and Claude Code on the same Python task: Amp's model routing and visible subagents stood out, it felt expensive, and both failed on ruff.

      Published Jun 15, 2026self-described: Solo build of a multi-agent setup with an MCP server and a web frontend

      Practitioner account, self-described; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    2. Mixed

      SatvikBeri, Hacker News commenter, self-described

      Comment on: Elevated error rates on Opus 4.7Hacker News comment

      Has used Amp a bit and finds it quite nice, but more expensive than Claude without a subsidized subscription, so they have little reason to switch.

      Published May 15, 2026

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    3. Mixed

      Web developer

      AMP vs Claude Code (CLI): Comparing of Agentic Coding ToolsPersonal blog post, cesarcouto.com

      Ran Amp and Claude Code with the same models, repository, and AGENTS.md; Amp was faster, cleaner, and needed fewer fixes, but only its free tier made it affordable.

      Published Jan 21, 2026self-described: Professional web development; over 95 percent of their code is AI-generated

      Practitioner account, self-described; structured test; counts toward Delivered outcomes, Operational control, Cost predictability and limits

    4. Positive

      the_mitsuhiko, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Thinks Amp is great but pricey, and says it feels like a product its own builders use.

      Published Dec 9, 2025

      Practitioner account, pseudonymous; opinion; not counted, takes no position

    5. Mixed

      sergiotapia, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Amp was their primary workhorse until they moved to cheaper models in the Claude CLI and then Opus 4.5 directly, spending about US$5 a day on Amp.

      Published Dec 9, 2025

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    6. Mixed

      lvl155, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Found Amp really good in summer 2025 but calls cost its biggest downside and questions what the price buys without its own model.

      Published Dec 8, 2025

      Practitioner account, pseudonymous; opinion; not counted, takes no position

    7. Negative

      embedding-shape, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Tried Amp a couple of times, spending US$5, then US$10, then US$20, and says it is so expensive they struggle to judge it fairly. Has ChatGPT Pro and is not stingy with paying for useful things, but Amp is past their limit.

      Published Dec 8, 2025

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    8. Mixed

      Developer

      Amp - Vibe Code With Me - Ep 016Video, YouTube

      Calls Amp the best coding agent used so far and by far the most expensive, at US$15 in two hours. It was the first test where all the tasks got done, yet the author finds the return hard to justify against Claude Code Max at US$100 a month.

      "…could be interesting. But I still think I think I still think it's hard to justify this cost compared to like just giving everybody Claude Max, for example, you know, the 5x or even the 10X. Again, I spent $15 in two hours."
      Transcript excerpt, at 2:29:22

      Published Oct 6, 2025self-described: Solo, building an expense app on stream

      Practitioner account, self-described; structured test; counts toward Delivered outcomes, Reliability, Cost predictability and limits, Adoption and upkeep

    9. Mixed

      Adam Stacoviak, co-founder and podcast host, Changelog

      Changelog #658: Adam Stacoviak on running agents side by sidePodcast episode with publisher transcript

      Stacoviak runs Amp beside Claude Code with a product-manager agent reviewing both, uses Claude Code partly because Amp costs him more, and calls Amp's cost justified.

      "...in this case one of them was Amp and the other one was Claude Code, because that one's cheaper for me. You're really expensive, by the way."
      Transcript excerpt, Adam Stacoviak, around 52:11 in the episode

      Published Sep 17, 2025self-described: Changelog, his own long-running project

    10. Positive

      cavoirom, Hacker News commenter, self-described

      Comment on: Our decision on Cursor following its acquisition by SpaceXHacker News comment

      Recommends Amp although it is not popular on Hacker News, saying people who try it will not go back, though the price may be a bit expensive.

      Published Aug 29, 2026

      Practitioner account, pseudonymous; opinion; not counted, takes no position

    11. Positive

      Independent developer

      I keep coming back to Amp CodePersonal blog post, Jibran's Perspective (asadjb.com)

      Compared Amp, Claude Code, and Codex on the same tasks and enjoyed Amp most; cost pushed them to Claude Max, but they plan to return to Amp.

      Published Feb 8, 2026self-described: Solo; also uses Claude Code (Max) and Codex

      Practitioner account; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    Discussed without concern, 15

    1. Mixed

      zingar, Hacker News commenter, self-described

      Comment on: Claude Code: connect to a local model when your quota runs outHacker News comment

      Switches from a Claude Pro plan to Amp Free about two thirds of the way through each day and finds the change in ergonomics jarring.

      Published Feb 4, 2026

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    2. Mixed

      Developer and YouTube creator

      Coding with Claude Opus 4.5 For Free! (AmpCode)Video, YouTube

      Uses the Amp extension's free daily US$10 for a few Opus 4.5 requests beside their main tool, and dislikes the CLI.

      "…run the code. It has two modes. Smart that uses OPUS 4.5, GBT 5.2 and also RAS which uses smaller models like Hiku 4.5. Now, this is super powerful because $10 of free usage every single day means you could use Oppus 4.5 and JP…"
      Transcript excerpt, at 1:05Partial support

      Published Jan 19, 2026self-described: Solo

      Practitioner account, self-described; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits

    3. Positive

      theshrike79, Hacker News commenter, self-described

      Comment on: Unauthenticated remote code execution in OpenCodeHacker News comment

      Uses Claude Code and Codex and recommends Amp alongside them for small utility scripts and changes on the free tier.

      Published Jan 12, 2026

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    4. Positive

      incoming1211, Hacker News commenter

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Says their employer pays for Amp and that each member of their team spends more than US$1,000 a month on it.

      Published Dec 9, 2025self-described: Engineering team at work

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    5. Positive

      WEBdoze, YouTube channel

      I Tried the Ad-Supported AI Coding Agent (Amp Free)Video, WEBdoze (YouTube)

      Tested Amp Free in the CLI and VS Code extension on a solar panel website, found the free result decent and functional, likes the UI and finds the in-tool ads pretty good. Guesses complex work will still need the paid smart option.

      "…this is working. For complex things, I guess you will going to need still the smart option to be enabled. But yeah, you need to add money. I'm curious to see if this uh plan it will work also the free one and the one…"
      Transcript excerpt, at 15:24Partial support

      Published Oct 17, 2025self-described: Solo, small web projects

      Practitioner account, self-described; direct use; counts toward Operational control, Cost predictability and limits

    6. Positive

      yomismoaqui, Hacker News commenter, self-described

      Comment on: Claude Code for VSCodeHacker News comment

      Spent about 15 euros, including 10 euros of free credit, trying Amp in one day and came away impressed.

      Published Jun 23, 2025

      Practitioner account, pseudonymous; direct use; not counted, takes no position

    7. Positive

      Ravindra Barthwal, founder building dxcode

      Post to the Amp team on orbsX post

      Found Amp good but costly in the past. After 4 days on the US$20 plan he gets a lot of value, with one orb working for over 4 days and coordinating with other orbs.

      "In just $20 I am getting ton of value. One of my orb is working for over 4 days now and co-coordinating with other orbs…"
      Excerpt, Ravindra Barthwal

      Published Aug 15, 2026self-described: Has tried Cursor, Devin, Codex, Claude, and other cloud agents

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    8. Positive

      Developer, formerly at Heptabase

      AmpCode is coolPersonal blog post, blog.ianhsiao.me

      Uses orbs and thread-to-thread messaging to move work between local and remote machines, and credits Amp for removing features as models improve.

      Published Jul 31, 2026self-described: Builds their own app; uses orbs from an iPad

      Practitioner account, self-described; direct use; counts toward Adoption and upkeep

    9. Positive

      weiliddat, Hacker News commenter, self-described

      Comment on: OpenAI will start testing ads in ChatGPT free and Go tiersHacker News comment

      Uses Amp as their main coding agent outside work on the ad-supported free mode, which moved to a US$10 daily limit with Opus 4.5.

      Published Jan 18, 2026

      Practitioner account, pseudonymous; direct use; counts toward Cost predictability and limits

    10. Positive

      tbliu, Hacker News commenter, self-described

      Comment on: Anthropic blocks third-party use of Claude Code subscriptionsHacker News comment

      Uses Amp's free tier with Opus 4.5 heavily, calls it a very nice CLI, and finds the ads fairly unobtrusive.

      Published Jan 9, 2026

      Practitioner account, pseudonymous; direct use; counts toward Operational control, Cost predictability and limits

    11. Positive

      incoming1211, Hacker News commenter, self-described

      Comment on: Amp, Inc. - Amp is spinning out of SourcegraphHacker News comment

      Compares most terminal agents and says Amp costs more but gives the best results, crediting the Librarian and the Oracle.

      Published Dec 8, 2025

      Practitioner account, pseudonymous; direct use; not counted, repeats a stronger account

    12. Positive

      Independent developer

      Amp: Notes from reading the Amp manualPersonal blog post, hamel.dev

      Names threads their favorite Amp feature, finds model abstraction works despite early doubts, and pays per token because the time saved is worth it.

      Published Nov 2, 2025self-described: Solo use, including SEO work on their own site

      Practitioner account, self-described; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    13. Positive

      Co-founder of Octoco

      Getting Started with AmpPersonal blog post, G-J's Substack

      A co-founder's starter guide for Octoco's senior engineers: keep threads short, plan with the Oracle, hand off phases, and expect cost to grow with long threads.

      Published Oct 28, 2025self-described: Octoco, senior engineering staff being introduced to Amp

      Practitioner account, self-described; direct use; counts toward Reliability, Operational control, Cost predictability and limits

    14. Positive

      Creator of Ghostty

      Vibing a Non-Trivial Ghostty FeaturePersonal blog post, mitchellh.com

      Built a Ghostty feature with Amp over 16 sessions totalling US$15.98 in token spend, consulting the Oracle for all planning. Guided the agent through cleanup sessions with minor manual changes and merged after a final manual review.

      Published Oct 11, 2025self-described: Ghostty, open-source terminal emulator; macOS update notification feature

      Practitioner account; direct use; counts toward Delivered outcomes, Operational control, Cost predictability and limits

    15. Positive

      Independent developer and contributor to the Air framework

      Amp Code Deep Dive and TalkPersonal blog post, Elite AI Assisted Coding

      Used Amp for a real open-source documentation task that was merged; it fixed a database bug from logs on the first try for US$4.10, though drafts needed trimming.

      Published Jul 30, 2025self-described: Open-source documentation task for the Air web framework

      Practitioner account, self-described; structured test; counts toward Delivered outcomes, Operational control, Cost predictability and limits, Adoption and upkeep

    GILD's fact checks, which don't count as sources

    Checked Oct 12, 2026.Since September 13, 2026, Hobby is free with your own model keys or linked ChatGPT or Claude subscriptions, with no Amp token fees. Individual (Megawatt) is US$20 per month with orb time and credits. Paid credits use provider API prices with no markup outside Enterprise. Most cost complaints describe 2025 pay-as-you-go pricing. Pricing

    Open them in the record

Where the evidence agrees

Statements this group's sources agree on, then the ones close to agreement.

Close to agreement: each needs 16 supporting sources

  1. Below threshold

    Practitioners use Amp as an agent that carries a task or a whole project to completion.

    6 supporting sources

Where it disagrees

Questions the sources split on, with the count on each side.

  • Evidence remains mixed

    Among practitioners who compared agents, does Amp stay their main agent?

    • Amp as main agent, 11 sources

      Some keep Amp, or return to it, after trying Claude Code, Codex, and Cursor. They cite results and the feel of the tool.

    • Another agent as main, 9 sources

      Others keep Claude Code, Codex, Devin, or Pi as their main agent. Cost or preference for another tool drives that choice.

  • Most sources say it is worth it

    Is Amp worth what it costs?

    • Worth it, 8 sources

      Most sources that weigh price against results say time saved justifies Amp, from pay-per-token use to the US$20 monthly plan.

    • Not worth it, 3 sources

      Others found 2025 pay-as-you-go spend too high against a flat Claude plan.

The evidence

Whose experience this is

The three groups, then every practitioner by the context they work in, and how emphasis changes with scale.

Three groups drawn from the same sources. Choose a group to select whose experience counts. Within that group, each author counts once in the practitioner sentiment, with their latest view. Signals open on All practitioners. Leaders and teams have 6 accounts; GILD prints their sentiment from 20.

  • Engineering leaders and teams

    9 sources. These accounts focus on spend as usage spreads, shared threads, and what changes when Amp moves from one engineer to a team.

  • Individual builders

    68 sources. These accounts focus on raw capability, cost per task, and how Amp performs in self-directed development.

  • All practitioners

    77 sources. This gives the broadest market read, but combines work settings that can produce materially different conclusions.

77 sources from practitioners, by the context they work in. Filled rows count for this group.

  1. Individual practitionerSolo developers and independent builders68 sources, counted here

    Emphasizes Results and cost per task

  2. Very small team2 to 10 engineers2 sources, counted here

    Emphasizes Orbs and team spend

  3. Professional team11 to 50 engineers, or a named company's team1 sources, counted here

    Emphasizes Review practice and workspace controls

  4. Technical leadershipLeaders setting adoption across teams6 sources, counted here

    Emphasizes How to introduce Amp and keep threads short

  5. Organization-wideEnterprise or company-wide rolloutNo sources from this setting yet

What changes with scale. Individual builders judge Amp on results, the Oracle, model routing, and task cost. The few team accounts focus on spend per engineer, shared threads, and moving agent runs off laptops onto orbs.

Where the sources come from

Where this group's sources were published.

Counted for All practitioners, from 77 sources. Change group

95 sources for this group, 18 of them documentation

  • Developer Communities57, 60% of 95 sources
  • Product Documentation18, 19% of 95 sources
  • Engineering Blogs & Reviews12, 13% of 95 sources
  • Podcasts, Talks & Videos8, 8% of 95 sources

Older evidence stays when it still applies. Accounts tied to changed plans, retired features, or earlier model lineups remain in the history with a Needs a recheck label.

See sources by origin

The record

Who each source is, how it knows, whether it still applies and what it counts toward.

About this read

What changed, and how we count

What changed

  • Nov 1, 2026: by the owner's decision, a record whose own words state no overall view of Amp now casts no vote; it still counts toward its topics and is listed, and 20 records that counted leave the vote this way. Leaders and teams stay unscored, individual builders stay at +69 and all practitioners move from +68 to +69.
  • Oct 30, 2026: a second-model check moved Adam Stacoviak's Changelog episode to the worth-it side, since he calls Amp's cost justified while finding it costly, and dated Indeed's tool mix to the talk DX published in June 2026, since DX's page prints no day.
  • Oct 28, 2026: moved two Hacker News accounts that state their author's role, the CTO of Undo and the founder and CEO of Nuon, from individual builders to leaders and teams, and added the Changelog podcast episode with a timed quote. Leaders and teams hold 9 sources, still under the minimum for a printed score; individual builders move from +73 to +71 on 67, and all practitioners stay at +69 on 76.
  • GILD's Amp record uses public English-language sources dated 2025 or later. Each source links to the original page and names the author and publication date.
  • The record covers Amp's retired editor extension, the CLI before and after its May 2026 rebuild, the web app, and orbs. Each account names the interface and plan used.
  • A page shows a finding when at least 5 sources from 3 different authors discuss it. A disagreement needs at least 2 sources on each side.
  • Removed features, review burden, and autonomy each have fewer than 5 sources from 3 authors, and Evidence & Methodology lists each with its count. GILD read every source for inconsistent results, self-directed speed, and short threads and found under 5 on each, so a team should measure those on its own repositories during a trial.
  • GILD checks each documentation link against current pages on ampcode.com.
  • Oct 25, 2026: added two themes from accounts already collected. Value for Money: 2 say Amp is worth what it costs and 6 say it is not. Needs Close Steering: 1 reports stopping a run that went the wrong way, and 2 discuss supervision without that concern.
  • Oct 25, 2026: added 8 X posts by named developers and founders, among them Taylor Otwell, Mike Hostetler, and Mitchell Hashimoto. Of these, 7 concern orbs and come from posts Amp links on its homepage. Added Johann Rehberger's independent security test of Amp's file-write permissions.

Method

A running review of what engineering teams report about Amp, from individual builders to engineering leaders. Each finding links to its sources, and each conflict shows both sides.

Counts cover only the sources GILD reviewed.

Who counts

Engineering leaders and teams
Very small team, Professional team, Technical leadership, Organization-wide
Individual builders
Individual practitioner
All practitioners
Everyone in the leaders and teams and individual builders groups

Choose a group to select whose experience counts. Within that group, each author counts once in the practitioner sentiment, with their latest view. GILD files each source in a group from how the account describes its author. A role or employer marked self-described is what the source states about themselves. Documentation checks facts for every group and never counts toward sentiment.

How the numbers work

  • Overall signal. Positive votes minus negative ones, per 100 votes from the sources that take a side. Each author counts once, with their latest view, whoever they are and wherever they posted. The older weighted reading, where accounts GILD matched to a named person count three times when GILD lists the author among engineering leaders and twice otherwise, is shown beside it as a second view. Where an author wrote more than one source, the line beside the split gives the votes, one per author, so the score follows from it. When one author's sources from the same day disagree, that author counts as mixed, and a half point rounds away from zero. On the AI coding agent hubs, each account's overall stance comes from GILD's blind coding: two models from different families read the source's own words without seeing each other's codes, and a third settled where they differed. An account that states no overall view there, such as a bug report, casts no vote and still counts toward its topics. Other hubs count the stance stored on each record. Sources with no opinion are listed and not counted. Strong positive is +50 or higher, positive +20 to +49, mixed −19 to +19, negative −20 to −49, strong negative −50 or lower.
  • Weighted reading, second view. Counted the older way, where an account GILD matched to a named person counts two or three times, all practitioners read +69 strong positive (method sentiment/S1). GILD printed that number as "GILD score" until October 29, 2026; most of those matches rest on a name or a self-described role.
  • Method change, Oct 30, 2026. GILD changed how practitioner sentiment counts, to one vote per author. Under both methods it reads +69 Strong positive. No evidence changed.
  • Correction, Nov 1, 2026. GILD now takes each account's overall stance from its blind two-model coding, and accounts that state no overall view cast no vote. It read +68 Strong positive and now reads +69 Strong positive.
  • Unscored. A group gets a score only with 20 sources from 15 authors. Below that, one source moves the score about 5 points, so the read says "Unscored until 20 sources from 15 authors" and shows its counts.
  • Independence. A source whose author works for the vendor, for one of its partners or programs, or for a competitor, and a page the vendor published or ran, is listed with that tie and counts toward nothing. One author counts on at most two records per product. The line under the score says how many authors and how many separate discussions the counted sources come from: comments in one thread are one discussion.
  • Praise and concerns. How many of the sources that discuss a theme praise it or raise it.
  • Consensus. A statement joins when 20% of the group's sources support it and fewer contradict it. Contradicting sources are counted separately. Below that line a statement shows as building. At 40% or more it reads Strong agreement; below, Recurring point.
  • Disagreements. The count on each side. GILD names no winner and gives no share of all users.
  • Minimum evidence. A finding needs 5 sources from 3 authors; a disagreement also needs 2 on each side. Smaller counts stay in the table below, marked under the minimum.

Labels on a source

A source's date and whether it still applies are separate: a recent post can describe an old version, and an old one can still hold.

Documented
Stated in official documentation.
Reported
A practitioner's account of their own use.
Measured
Backed by the source's own measurements, such as a comparative test or tracked team metrics.
GILD analysis
GILD's check of a claim against official documentation.
Current
Describes the product as it is now.
Still applicable
Older, and the behavior or lesson still holds.
Needs a recheck
May depend on a plan, version or setting that changed since it was written. It keeps counting until GILD rechecks it, since the rest of the account usually holds, and its card says so.
Out of date
No longer accurate. Kept in the record; counts toward nothing current.

Flagged for a recheck, of the sources that take a side: leaders and teams 3 of 6, individual builders 21 of 50, all practitioners 24 of 56.

Limits

  • These figures count reviewed public accounts; they do not represent all Amp users. Individual builders supply 50 of the 56 public accounts that take a side. Leaders and teams supply 6, and no theme among them has 5 sources from 3 authors yet. Hacker News supplies 48 sources. 7 of the 9 X posts come from developer posts Amp links on its homepage, so they lean positive. Reddit was not collected. The record excludes Amp's own posts, Amp and Sourcegraph staff comments, and AI-written review sites. Orbs and subscriptions arrived in mid-2026, so fewer accounts cover them than the 2025 product.
  • Amp used pay-as-you-go credits through 2025. Ad-supported Amp Free launched in October 2025 and closed to new users in February 2026. Editor extensions ended March 5, 2026. Amp rebuilt the CLI in May 2026 and added orbs in June 2026. Low, medium, high, and ultra modes and paid subscriptions arrived in July 2026. Hobby became free with users' own keys and subscriptions on September 13, 2026. Accounts tied to retired plans, the editor extension, handoff, or earlier models carry the Needs a recheck label.

Every count, and the sources behind it

17 findings for 3 groups

Each row opens its sources for the group you are reading.

FindingEngineering leaders and teamsIndividual buildersAll practitionersSources
Current readCurrent sentiment5 positive, 0 mixed, 1 negative37 positive, 11 mixed, 2 negative42 positive, 11 mixed, 3 negativeSources
PraiseOracle & Model Routing2 of 2 positive (under the minimum)12 of 12 positive14 of 14 positiveSources
PraiseResult Quality1 of 1 positive (under the minimum)14 of 15 positive15 of 16 positiveSources
PraiseDeveloper Experience1 of 2 positive (under the minimum)13 of 15 positive14 of 17 positiveSources
PraiseThreads & Handoff2 of 2 positive (under the minimum)11 of 11 positive13 of 13 positiveSources
PraiseOrbs & Cloud Agents2 of 2 positive (under the minimum)10 of 10 positive12 of 12 positiveSources
PraiseValue for Money0 of 0 positive (under the minimum)3 of 9 positive3 of 9 positiveSources
ConcernUsage / Cost0 of 2 raise it (under the minimum)11 of 24 raise it11 of 26 raise itSources
ConcernRemoved Features1 of 1 raise it (under the minimum)1 of 3 raise it (under the minimum)2 of 4 raise it (under the minimum)Sources
ConcernRequires Strong Review0 of 0 raise it (under the minimum)1 of 3 raise it (under the minimum)1 of 3 raise it (under the minimum)Sources
ConcernAutonomy & Permissions1 of 1 raise it (under the minimum)1 of 3 raise it (under the minimum)2 of 4 raise it (under the minimum)Sources
ConcernNeeds Close Steering0 of 0 raise it (under the minimum)1 of 3 raise it (under the minimum)1 of 3 raise it (under the minimum)Sources
ConsensusEvaluated as an engineering agent1 supporting (under the minimum)5 supporting (below threshold)6 supporting (below threshold)Sources
ConsensusWritten instructions make results consistent1 supporting (under the minimum)3 supporting (under the minimum)4 supporting (under the minimum)Sources
DisagreementAmong practitioners who compared agents, does Amp stay their main agent?Amp as main agent 1, Another agent as main 1 (under the minimum)Amp as main agent 10, Another agent as main 8Amp as main agent 11, Another agent as main 9Sources
DisagreementIs Amp worth what it costs?Worth it 1, Not worth it 0 (under the minimum)Worth it 7, Not worth it 3Worth it 8, Not worth it 3Sources
Current readEvidence mix27 sources86 sources95 sourcesSources

Fact checks

GILD's checks of claims against official documentation, kept apart from the source counts.

  • Threads & Handoff. Handoff left with the May 2026 rebuild. Amp now compacts a thread automatically at 90% of its context window, and threads can still read and reference other threads. Praise for handoff describes the earlier product. Amp, Rebuilt, checked Oct 12, 2026
  • Orbs & Cloud Agents. Orbs bill by the minute, from US$0.08 per hour for a1.tiny to US$2.13 per hour for a1.3xlarge. They pause 5 minutes after the agent stops or 20 minutes after the last interaction, whichever is later. Runners on your own machines cost nothing. Sizes & Costs, checked Oct 12, 2026
  • Usage / Cost. Since September 13, 2026, Hobby is free with your own model keys or linked ChatGPT or Claude subscriptions, with no Amp token fees. Individual (Megawatt) is US$20 per month with orb time and credits. Paid credits use provider API prices with no markup outside Enterprise. Most cost complaints describe 2025 pay-as-you-go pricing. Pricing, checked Oct 12, 2026
  • Autonomy & Permissions. Amp does not ask for approval before tools run. A plugin's tool.call handler can allow, reject, or modify each call. Workspace admins can distribute a global plugin. Tools, checked Oct 12, 2026