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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.

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48 sources in Leaders and teams rolling it out, with product documentation Showing all 101 sources

  1. Mixed

    Mike Taylor, head of evals at Every

    Context Engineering Is Knowing When to Start OverNewsletter, Every

    Every's head of evals keeps Claude's memory turned off because it carries old preferences into chats where they do not belong. Each task gets a fresh thread, since long threads keep following stale instructions or earlier mistakes.

    Published Oct 16, 2026Every, media and software company whose team works in Claude and ChatGPT daily

    Published on
    Company Blogs & Reviews
    Who
    IT & leadership
    Evidence
    Reported
    Applies to
    Current
  2. Positive

    hungryhobbit, Hacker News commenter

    Comment on: Dots: Always-on agentsHacker News comment

    The commenter's team uses Claude Tag in Slack to rotate code review assignments and to remind reviewers who have not started within 24 hours.

    Published Oct 1, 2026self-described: Engineering team using Claude Tag in Slack for review routines

    Published on
    Online Communities
    Who
    Small team
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude Tag in Slack
  3. Positive

    AI at Yale, Yale University

    Now Available: Claude Enterprise Licenses at YaleUniversity IT announcement, ai.yale.edu

    Yale offers Claude Enterprise at US$20 or US$50 a month with Chat, Code and Cowork, plus a HIPAA environment for ePHI, and notes that Anthropic publishes no usage limits for the licences.

    "*Anthropic does not publicly disclose usage limits for licenses. Limits are enforced via a rolling 5-hour window along with a weekly usage cap that resets at a fixed time specific to your account."
    Excerpt, Yale University, AI at Yale

    Published Sep 15, 2026self-described: University-managed Claude Enterprise for faculty and staff beside Microsoft 365 Copilot

    Published on
    Company Blogs & Reviews
    Who
    Organization-wide
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude Enterprise and a HIPAA-ready environment
  4. Positive

    Daniel Blum, product manager at Melio

    How I AI: How this PM uses Claude to handle 70% to 80% of his workdayPodcast episode, How I AI (Lenny's Podcast Network)

    A Melio product manager says Claude and Cowork now handle 70% to 80% of his workday after months of building context files. He finishes a week's work in one focused day, and he turned the setup into a 15-minute onboarding for other Melio employees.

    Published Aug 31, 2026Melio, using Claude and Cowork on company-licensed tools, interviewed on How I AI

    Published on
    Podcasts, Talks & Videos
    Who
    Department
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude and Cowork
  5. Positive

    primitivesuave, Hacker News commenter

    Comment on: Manus will return to operating as an independent companyHacker News comment

    Nontechnical teammates use Cowork extensively through GUI-configured connectors backed by audited internal MCP access.

    Published Aug 11, 2026self-described: Internal-services team enabling nontechnical coworkers

    Published on
    Online Communities
    Who
    Department
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork, MCP connectors
  6. Positive

    michelb, Hacker News commenter at a learning and development company

    Comment on: Manus will return to operating as an independent companyHacker News comment

    Most of the 15-person company uses Cowork or ChatGPT Work almost full time for research and first drafts, sends output to the CMS over MCP, and edits everything before it reaches customers.

    Published Aug 11, 2026self-described: Learning and development company with about 15 coworkers

    Published on
    Online Communities
    Who
    Department
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork alongside ChatGPT Work, MCP to the company CMS
  7. Mixed

    mentorcliq, Hacker News commenter administering an AI rollout

    Comment on: Ask HN: AI rollout for 100 employees, mostly non-technical - what worked?Hacker News comment

    After moving from ChatGPT toward Claude, the admin keeps staff on the Team account for log access, but notes people use it sparingly and keep personal accounts, so usage needs incentives.

    Published Aug 7, 2026self-described: An organization that rolled AI out over two years, from ChatGPT Enterprise and Team toward Claude

    Published on
    Online Communities
    Who
    IT & leadership
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Team plan
  8. Mixed

    eeemmmooo, Hacker News commenter leading an AI rollout

    Ask HN: AI rollout for 100 employees, mostly non-technical - what worked?Hacker News comment

    Planning a rollout to 100 mostly non-technical staff, the author finds Claude Enterprise alone lacks the guardrails and shared workspaces needed to see and reuse what people build.

    Published Aug 6, 2026self-described: Corporate team of about 100 employees, mostly ops, finance, marketing, and site managers

    Published on
    Online Communities
    Who
    IT & leadership
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude Enterprise under evaluation
  9. Mixed

    anoop_kumar, Hacker News commenter and startup founder

    Comment on: Ask HN: Sub 5 person team - Claude team plan?Hacker News comment

    After Anthropic cut the Team minimum to two seats, the founder notes that spend limits, role-based access, and audit logs still sit only in Enterprise.

    Published Jul 27, 2026self-described: Founder of a team of fewer than five people

    Published on
    Online Communities
    Who
    Small team
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Team plan
  10. Positive

    Alex Lieberman, Managing Partner at Tenex

    How the founder of Morning Brew built a Claude content machine that never runs out of ideas and never sounds like slopPodcast episode, How I AI (Lenny's Podcast Network)

    Tenex's co-founder runs his posts through a six-step Claude workflow that interviews him before drafting and keeps his voice in Markdown files. He credits it with keeping drafts from sounding like generic AI writing.

    Published Jul 20, 2026Tenex, running company content through a Claude workflow and an employee posting program

    Published on
    Podcasts, Talks & Videos
    Who
    Department
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude
  11. Mixed

    lalithaar, Hacker News commenter

    Comment on: Ask HN: Sub 5 person team - Claude team plan?Hacker News comment

    Claude Tag comes only with the Team plan, so a team under the five-seat minimum considered sharing a joint account to get it.

    Published Jun 30, 2026self-described: A team of fewer than five people

    Published on
    Online Communities
    Who
    Small team
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Team plan, Claude Tag
  12. Positive

    Justin Grieshop, CBTS

    How to roll out Claude for Enterprise to all employees and get 73x ROICompany blog post, CBTS

    CBTS rolled Claude Enterprise out to all employees and reports results from its own 8-week pilot. It cites a 73x return and one in three pilot employees gaining 30 or more hours a week. One report migration fell from hours to 20 minutes.

    Published Jun 20, 2026self-described: CBTS, IT services company that also sells AI rollout services, after rolling Claude Enterprise out to all employees

    Published on
    Company Blogs & Reviews
    Who
    Organization-wide
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude for Enterprise
  13. No opinion stated

    OvercastJeff, GitHub user

    Account-scoped auth failure: Gmail and Calendar return "The caller does not have permission" since April 20GitHub issue, claude-ai-mcp

    For one account, every Gmail and Google Calendar connector call failed with a permission error for 7.5 weeks from April 20, 2026. Colleagues on the same Workspace tenant were unaffected, and reopen requests went unanswered.

    Published Jun 10, 2026self-described: Gmail and Google Calendar connectors on a company Google Workspace account, in Cowork and claude.ai

    Published on
    Online Communities
    Who
    Department
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Built-in Gmail and Google Calendar connectors, Cowork and claude.ai
  14. Positive

    Scott Monday, operator of Trinity Builder Solutions and kitchen & bath CRATE

    Cowork Mondays: The Bet I'm Making in 2026Newsletter, Substack

    The operator moved most office staff at two construction companies onto Cowork. After about three weeks of setup, an estimator's two-hour daily bid intake now arrives as an overnight one-page summary.

    Published May 9, 2026self-described: Two construction and remodeling companies moving most of their office staff onto Claude Cowork

    Published on
    Company Blogs & Reviews
    Who
    Organization-wide
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Claude Cowork
  15. Positive

    jonlucc, Hacker News commenter

    Comment on: Google plans to invest up to US$40B in AnthropicHacker News comment

    Uses a policy-loaded Claude Project for animal-care protocol checks and cross-institution policy comparisons, supporting work previously distributed across colleagues.

    Published Apr 24, 2026self-described: Institutional animal-care protocol review and policy work with colleagues

    Published on
    Online Communities
    Who
    Department
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Projects
  16. Positive

    Charles Cook, VP Operations, PostHog

    Making Claude Cowork actually usefulCompany blog post, PostHog

    PostHog's VP of Operations gets most of his value from scheduled Cowork tasks, such as a weekly check of about fifty team plans for contradictions, which replace about 90 minutes of context-loading. Writing and Google Drive work still fall short.

    Published Apr 24, 2026PostHog, running scheduled Cowork tasks across about fifty small teams' plans, Slack, and GitHub

    Published on
    Company Blogs & Reviews
    Who
    IT & leadership
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Claude Cowork with scheduled tasks and MCP connectors
  17. Mixed

    Claire Vo, founder of ChatPRD

    What Claude Design is actually good for (and why Figma isn't dead yet)Podcast episode, How I AI (Lenny's Podcast Network)

    The ChatPRD founder names marketing landing pages and slide decks as Claude Design's best uses and says Figma still wins in places. She hit the Claude Design limit mid-build and paid $200 to keep going.

    Published Apr 22, 2026ChatPRD, building a landing page and a branded deck in Claude Design for How I AI

    Published on
    Podcasts, Talks & Videos
    Who
    IT & leadership
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude Design
  18. Negative

    alpinisme, Hacker News commenter at an agricultural technology company

    Anthropic bans orgs without warningHacker News post

    Every Claude account in the company was suspended without warning, admins included; the appeal form went unanswered for days while the API account kept billing.

    Published Apr 21, 2026self-described: Agricultural technology company with about 110 users on a Claude Team plan and a separate API account

    Published on
    Online Communities
    Who
    Organization-wide
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Team plan and API account
  19. No opinion stated

    bbgit123, GitHub user

    Salesforce Hosted MCP: "Authorization with the MCP server failed" on production Enterprise orgGitHub issue, claude-ai-mcp

    Connecting Claude's custom connector to a production Salesforce org completed OAuth, then failed with an authorization error that Anthropic support acknowledged as an Anthropic-side issue.

    Published Apr 16, 2026self-described: Custom connector from Claude to a production Salesforce Enterprise org

    Published on
    Online Communities
    Who
    Department
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Custom MCP connector to Salesforce Hosted MCP
  20. Mixed

    nsiemsen, Hacker News commenter working in finance

    Comment on: ChatGPT for ExcelHacker News comment

    Claude for Excel was a main reason their finance company bought Enterprise licenses; it does junior-level spreadsheet work, but heavy users cost about US$100 a day.

    Published Apr 15, 2026self-described: A finance company that added Claude Enterprise licenses

    Published on
    Online Communities
    Who
    Department
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Enterprise plan, Claude for Excel
  21. Positive

    hasyimibhar, Hacker News commenter

    Comment on: I still prefer MCP over skillsHacker News comment

    A six-person team uses Claude Desktop with Project instructions and audited MCP access for operations and analytics.

    Published Apr 10, 2026self-described: Six-person team, about half non-engineers, using internal operations and Clickhouse data

    Published on
    Online Communities
    Who
    Small team
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude Desktop, Project instructions, MCP
  22. Positive

    Craig Iskowitz, Founder and CEO, Ezra Group

    Why We Switched to Claude from ChatGPTCompany blog post, WealthTech Today (Ezra Group)

    Ezra Group found most staff working in Claude while its company-wide ChatGPT license sat idle. After polling the team, it made Claude its primary platform for better-formatted documents and fewer reprompts, and kept ChatGPT for formal writing and for lighter use where plan cost matters.

    Published Apr 1, 2026Ezra Group, wealth management consultancy that made Claude its primary AI platform after buying a company-wide ChatGPT license

    Published on
    Company Blogs & Reviews
    Who
    Organization-wide
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude, company-wide
  23. Mixed

    xlos21, Hacker News commenter

    Comment on: Show HN: Claude Tuner - Monitor your Claude usage and find the right planHacker News comment

    A developer whose company uses Claude heavily built a usage tracker because limits were opaque, and the company skips buying Team and assigns individual Max plans by measured usage.

    Published Mar 10, 2026self-described: Company in South Korea using Claude heavily, assigning individual Max plans by usage and skipping Team

    Published on
    Online Communities
    Who
    Small team
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Max 5x and Max 20x plans, Cowork
  24. Positive

    Reid Robinson, Lead Product Manager at Zapier

    How this PM uses MCPs to automate his meeting prep, CRM updates, and customer feedback synthesisPodcast episode, How I AI (Lenny's Podcast Network)

    Zapier's principal AI product strategist connects Claude to Zapier's MCP server to automate CRM updates and meeting prep, and keeps tool instructions in a Claude Project to make tool use more reliable. He hands file-based data to Gemini.

    Published Feb 2, 2026Zapier, connecting Claude to Zapier's MCP server for CRM, meeting, and support workflows

    Published on
    Podcasts, Talks & Videos
    Who
    Department
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude Projects with Zapier MCP
  25. Mixed

    James Reggio, CTO of Brex

    Latent Space: Brex's AI strategyPodcast episode, Latent Space

    Brex buys a few seats of several assistants and lets employees request Claude, ChatGPT or Gemini through ConductorOne in Slack.

    "What we do instead of like trying to pick a single solution is we will procure like a small number of seats, like multiple solutions, and then we’ll give employees the ability to pick whatever one they want to use."
    Transcript excerpt, James Reggio, around 21:15 in the episode

    Published Jan 17, 2026self-described: Company procurement of chat assistants

    Published on
    Podcasts, Talks & Videos
    Who
    Organization-wide
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude, ChatGPT and Gemini licences
  26. Mixed

    Staff writer at Every

    Vibe Check: Claude Cowork Is Claude Code for the Rest of UsCompany blog post, Every

    Every's testers find Cowork's asynchronous work promising but rough, with a learning curve for nontechnical users and missing web or mobile access.

    Published Jan 13, 2026self-described: Every team testing Cowork, including Dan Shipper and Kieran Klaassen

    Published on
    Company Blogs & Reviews
    Who
    Department
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Max, macOS, Cowork
  27. Positive

    leemoore, Hacker News commenter

    Comment on: Gemini 3 Flash: Frontier intelligence built for speedHacker News comment

    At the commenter's Fortune 100 financial company, Claude beat OpenAI in an enterprise-wide evaluation, and each engineer gets US$1,000 a month in Claude Enterprise and Claude Code tokens.

    Published Dec 17, 2025self-described: Fortune 100 financial company, enterprise-wide evaluation and rollout

    Published on
    Online Communities
    Who
    Organization-wide
    Evidence
    Reported
    Applies to
    Still applicable
    Observed on
    Claude Enterprise and Claude Code
  28. Positive

    Katie Parrott, staff writer at Every

    Vibe Check: Claude Skills Need a 'Share' ButtonNewsletter, Every

    An Every staff writer built six editorial Skills within hours, including one that enforces Every's style guide, and uses them every day. She found that sharing Skills across a team needs features Skills lack.

    Published Nov 3, 2025Every, building editorial Skills for her own writing and for the rest of the team

    Published on
    Company Blogs & Reviews
    Who
    Department
    Evidence
    Reported
    Applies to
    Still applicable
    Observed on
    Skills in the Claude web app
  29. Mixed

    Dan Shipper, CEO and cofounder of Every

    Lenny's Podcast: Dan Shipper on how Every works with AIPodcast episode, Lenny's Podcast

    Loves Claude but opens ChatGPT first for its memory, and Every tests new workflows in both before building a product.

    "I do love Claude. I would say I'm generally... My first thing that I open is o3. I'm a ChatGPT boy."
    Transcript excerpt, Dan Shipper, at 35:50

    Published Jul 17, 2025self-described: About 15-person media and software company

    Published on
    Podcasts, Talks & Videos
    Who
    Department
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude beside ChatGPT
  30. Negative

    granfalloon, Hacker News commenter

    Comment on: The gap in shared understanding of LLM capability is wideningHacker News comment

    A legal and compliance consultant questions time savings because confident errors require redoing research and checking superficially polished work.

    Published Oct 12, 2026self-described: Individual legal and compliance consulting plus personal research

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
  31. Positive

    nasmorn, Hacker News commenter

    Comment on: The gap in shared understanding of LLM capability is wideningHacker News comment

    Cowork collects their monthly tax receipts and matches them against their account better than the bookkeeper they pay to do it.

    Published Oct 11, 2026self-described: Own monthly bookkeeping

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork
  32. Mixed

    joelboersma, Hacker News commenter

    Comment on: Ask HN: What default model do you use and why?Hacker News comment

    Chooses Opus 4.8 at work because Opus 5 is excessively verbose and the base Team plan lacks Fable access.

    Published Sep 12, 2026self-described: Own work on the Team plan; Codex free tier for personal projects

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Base Team plan, Opus 4.8 and Opus 5
  33. Negative

    fnordpiglet, Hacker News commenter

    Comment on: Muse - Meta's personal AI agentHacker News comment

    Found Cowork's textbook shopping slow and only partly successful, and struggles to find meaningful ongoing value.

    Published Sep 9, 2026self-described: Solo household textbook shopping

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude Work, referring to Cowork
  34. Positive

    ghshephard, Hacker News commenter

    Comment on: Manus will return to operating as an independent companyHacker News comment

    Despite strict InfoSec rules, the commenter relies on Cowork, which can reach the company's Google Docs, Sheets, Jira, Confluence, and Slack, though not its Git repositories.

    Published Aug 17, 2026self-described: Own work at a corporation with restrictive InfoSec

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork with corporate Google Workspace, Jira, Confluence, and Slack
  35. Positive

    ghshephard, Hacker News commenter

    Comment on: Manus will return to operating as an independent companyHacker News comment

    Cowork, connected to mail, calendar, Jira, and Google Docs, now runs their sprint updates and turned a few hundred cluster job records into a summary table in under 30 seconds.

    Published Aug 11, 2026self-described: Own knowledge work across mail, calendar, Jira, and Google Docs

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork
  36. Positive

    riddlemethat, Hacker News commenter

    Comment on: Manus will return to operating as an independent companyHacker News comment

    Splits work between Anthropic and OpenAI models, with Cowork built into compliance and project management workflows, and gets more done in a day than in a week before.

    Published Aug 11, 2026self-described: Own compliance and project management work

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork alongside OpenAI models
  37. Positive

    itchingsphynx, Hacker News commenter

    Comment on: Claude CookbookHacker News comment

    Finds a recipe Project useful for suggestions and adapting recipes to available pantry ingredients.

    Published Jul 24, 2026self-described: Solo recipe Project

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Projects
  38. Mixed

    Ethan Mollick, Wharton professor and author of One Useful Thing

    An opinionated guide to which AI to useNewsletter post, One Useful Thing

    Given the same Gmail seminar task, Cowork built the material and drafted the reply for his approval, while ChatGPT Work sent the email.

    "But you may have noticed something; Claude (the top response) only prepared a draft but ChatGPT actually sent an email to my colleagues! What happened? Well, it was my fault. I had previously given ChatGPT permission to send email on my behalf, and Claude was told to ask me first."
    Excerpt, Ethan Mollick

    Published Jul 23, 2026self-described: Hands-on test of Claude Cowork and ChatGPT Work on his own Gmail

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude Cowork
  39. No opinion stated

    jedchase-blip, GitHub user

    MCP tool calls never reach Filesystem-type servers after Desktop updateGitHub issue, claude-ai-mcp

    After a Claude Desktop update, every tool call to the author's Filesystem MCP servers failed with a generic error. The settings panel still showed the servers running, and the calls never reached the server.

    Published Jul 22, 2026self-described: Local MCP servers in Claude Desktop on macOS

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Claude Desktop on macOS, Filesystem MCP servers
  40. Positive

    intromert, Hacker News commenter

    Comment on: Setting up your spare Mac for Claude Code to control, a step-by-step guideHacker News comment

    Asked Cowork to inventory the laptop, prepare a reinstall checklist, perform backups, and write restoration instructions.

    Published Jul 19, 2026self-described: Solo laptop backup and reinstall project

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork
  41. Positive

    AI editor at Tom's Guide

    I let Claude read all my newsletters for meIndependent hands-on review, Tom's Guide

    Caswell set up a scheduled Claude task that reads newsletters through the email connector and delivers a short morning briefing, replacing an hour of reading.

    Published Jul 15, 2026self-described: Solo, own work

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Pro plan, Claude desktop app, email connector, scheduled tasks
  42. No opinion stated

    aaronbruneau, GitHub user

    Snowflake MCP connector fails in claude.ai chat but works in Claude Code on same accountGitHub issue, claude-ai-mcp

    The Snowflake connector failed every tool call in claude.ai chat, even after reconnecting, while Claude Code on the same account and credentials ran it without trouble.

    Published Jul 15, 2026self-described: Snowflake connector in the Claude app for macOS, chat and Code tabs

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Claude Snowflake connector, claude.ai chat and Claude Code
  43. Negative

    neil_s, Hacker News commenter

    Comment on: ChatGPT WorkHacker News comment

    Switched from Cowork to Codex, citing confusing Skills availability, intrusive computer use, and less reliable browser navigation.

    Published Jul 9, 2026self-described: Solo use

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork, Skills, Claude in Chrome
  44. Mixed

    ktrnka, Hacker News commenter

    Comment on: Show HN: Veterinarian turned founder, AI lawn diagnosisHacker News comment

    Uses Claude or ChatGPT for habitat-restoration plant identification, but finds site selection slow and diagnosis rarely actionable.

    Published Jun 15, 2026self-described: Individual native-habitat restoration work for Green Seattle

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
  45. Negative

    jrumbut, Hacker News commenter

    Comment on: Tell HN: Dont use Claude Design, lost access to my projects after unsubscribingHacker News comment

    Reports losing access to Claude material and inconsistent project boundaries, prompting backups and a preference for ChatGPT's handling of stored context.

    Published May 14, 2026self-described: Solo use

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Projects
  46. Negative

    pycassa, Hacker News commenter

    Tell HN: Dont use Claude Design, lost access to my projects after unsubscribingHacker News post

    After ending a Max subscription, the author lost access to earlier Claude Design projects and to promotional credits, even after resubscribing.

    Published May 13, 2026self-described: Own Claude Design projects after a Max subscription ended

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Max plan, Claude Design
  47. Mixed

    aleixin, Hacker News commenter

    Comment on: Gmail label bridge on Claude Cowork just brokeHacker News comment

    A previously useful Cowork skill stopped threading daily email drafts correctly, leaving the author frustrated.

    Published Apr 23, 2026self-described: Solo daily email drafting

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork, Skill, Gmail MCP
  48. Mixed

    Paweł Huryn, The Product Compass

    Cowork on 3P: How to Run Any LLM in Claude Cowork and Claude CodeNewsletter, The Product Compass

    Huryn verifies OpenRouter works inside Cowork, but documents missing native connectors, manual Skills installation and model-dependent tool reliability.

    Published Apr 23, 2026self-described: Solo, own work

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Max, Claude Desktop, Cowork third-party inference
  49. Positive

    mikepapadim, Hacker News commenter

    Comment on: Claude Cowork found me a flat to rent in London in just 5 daysHacker News comment

    Cowork searched rental sites twice daily, drafted outreach, and emailed digests; the author secured a London flat in under a week.

    Published Apr 15, 2026self-described: Solo London apartment search

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Measured
    Applies to
    Current
    Observed on
    Cowork, Claude in Chrome, Gmail MCP
  50. Positive

    lateforwork, Hacker News commenter

    Comment on: ChatGPT for ExcelHacker News comment

    Was impressed by the content and design quality of a PowerPoint deck produced with Cowork.

    Published Apr 15, 2026self-described: Solo presentation creation

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork for PowerPoint
  51. Mixed

    Ethan Mollick, One Useful Thing

    Claude Dispatch and the Power of InterfacesNewsletter, One Useful Thing

    Dispatch helped Mollick update a PowerPoint graph from his phone, saving time despite blocked downloads, incomplete connectors and error-prone computer use.

    Published Mar 31, 2026self-described: Solo, own work

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork, Dispatch
  52. Mixed

    Pawel Jozefiak, Digital Thoughts (thoughts.jock.pl)

    Is Claude Cowork an Agent Yet? Honest Review (2026)Newsletter, Digital Thoughts

    Jozefiak finds Cowork useful for files and connectors but insufficient for persistent personal agency; computer use and sharing remain unreliable.

    Published Mar 24, 2026self-described: Solo, own work

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Cowork, Dispatch, computer use, Pro
  53. Positive

    spiderfarmer, Hacker News commenter

    Comment on: MCP is dead; long live MCPHacker News comment

    Uses Cowork over a custom MCP server to keep improving their website content in a remote CMS, with guidelines written into the MCP instructions.

    Published Mar 15, 2026self-described: Own website content in a remote CMS

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Cowork with a custom MCP server
  54. Mixed

    Caitlin Sullivan, user-research consultant and former Head of UXR at Spotify Business

    How to do AI analysis you can actually trustNewsletter guest post, Lenny's Newsletter

    After more than 100 runs of the same analysis, she prefers Claude for depth and coverage, notes its themes are not always proven, and checks quotes against the source.

    "Not all LLMs are equal for analysis work. I’ve run the same analysis process across Claude, ChatGPT, and Gemini over 100 times and worked with discovery tool product teams like Maze testing prompts across models to see what delivers."
    Excerpt, Caitlin Sullivan

    Published Feb 17, 2026self-described: Same analysis run over 100 times across Claude, ChatGPT and Gemini

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude for research analysis
  55. Mixed

    blueblisters, Hacker News commenter

    Comment on: Claude Opus 4.6Hacker News comment

    Praises Opus in Claude Desktop for financial research but says limits push routine questions toward ChatGPT.

    Published Feb 6, 2026self-described: Solo stock-market research comparison

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude Desktop, Opus
  56. Mixed

    Senior content specialist at Zapier

    What is Claude Cowork?Company blog post, Zapier

    Cowork organized Replogle's receipts in five minutes and found travel options, but lacked memory, sharing and platform support during the test.

    Published Jan 23, 2026self-described: Solo, own work

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Measured
    Applies to
    Needs a recheck
    Observed on
    Claude Desktop, Cowork, Pro or Max
  57. Mixed

    Zevi Arnovitz, product manager at Meta

    Lenny's Podcast: Zevi Arnovitz on building as a non-technical PMPodcast episode, Lenny's Podcast

    Uses both ChatGPT and Claude Projects and says ChatGPT's memory mixed unrelated contexts; when Meta approached him about a role, he opened a new Claude project.

    "So Meta reached out and said they'd like me to interview. Straight away, I opened up a project within Claude."
    Transcript excerpt, Zevi Arnovitz, around 59:10 in the episode

    Published Jan 18, 2026self-described: Personal projects

    Published on
    Podcasts, Talks & Videos
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude Projects
  58. Negative

    vessenes, Hacker News commenter

    Comment on: First impressions of Claude CoworkHacker News comment

    Cowork had extensions turned off and tried navigating Gmail in Chrome when asked to compare emails with local documents and draft a document.

    Published Jan 15, 2026self-described: Solo email and document task

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Needs a recheck
    Observed on
    Cowork, Chrome
  59. Positive

    hk__2, Hacker News commenter

    Comment on: Cowork: Claude Code for the rest of your workHacker News comment

    Uses Claude for Chrome to search Airbnb listings against detailed requirements, delegating repetitive browsing.

    Published Jan 12, 2026self-described: Solo accommodation search

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude for Chrome
  60. Mixed

    Simon Willison, simonwillison.net

    First impressions of Claude Cowork, Anthropic's general agentPersonal blog post, Simon Willison's Weblog

    Cowork found Willison's draft blog posts that he had yet to publish and built an artifact from them. He warns about prompt injection and hit a display bug.

    Published Jan 12, 2026self-described: Solo, own work

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Max, Cowork, Claude Desktop
  61. Positive

    simonw, Hacker News commenter

    Comment on: Claude in ChromeHacker News comment

    Used Claude in Chrome to navigate Cloudflare's dashboard and identify a setting successfully.

    Published Dec 23, 2025self-described: Solo Cloudflare dashboard task

    Not counted

    Its author already has two counted records on this product. Kept in the record; it takes part in no figure.

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Still applicable
    Observed on
    Claude in Chrome
  62. Negative

    esperent, Hacker News commenter

    Comment on: Claude outageHacker News comment

    Reports a week of broken file uploads across Teams clients, with delayed support and no timely status notice.

    Published Nov 1, 2025self-described: Individual account holder

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Still applicable
    Observed on
    Teams account, web, desktop, Android
  63. Positive

    labrador, Hacker News commenter

    Comment on: Claude MemoryHacker News comment

    After a month of use, prefers Claude's natural incorporation of memories over ChatGPT's more conspicuous personalization.

    Published Oct 23, 2025self-described: Solo use

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Still applicable
    Observed on
    Memory
  64. Mixed

    Simon Willison, simonwillison.net

    Claude Skills are awesome, maybe a bigger deal than MCPPersonal blog post, Simon Willison's Weblog

    Willison praises Skills' simplicity and potential after a mobile web test, while finding the generated GIF terrible and raising sandboxing concerns.

    Published Oct 16, 2025self-described: Solo, own work

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Still applicable
    Observed on
    Sonnet 4.5, mobile web app, Skills
  65. Positive

    Former crypto researcher

    Claude Memory: A Different PhilosophyPersonal blog post, shloked.com

    Khemani tests conversation retrieval, finding Claude can combine past research and editing conversations into a linked response while preserving explicit control over recall.

    Published Sep 11, 2025self-described: Solo, own work

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Measured
    Applies to
    Still applicable
    Observed on
    Max plan, conversation search and recent chats
  66. Mixed

    throwup238, Hacker News commenter

    Comment on: Claude Code weekly rate limitsHacker News comment

    Values Deep Research for museum and personal research, but reports only three to five reports per Pro window and switches assistants after limits.

    Published Jul 28, 2025self-described: Museum volunteer researching rare books, plus personal and project questions

    Published on
    Online Communities
    Who
    Individual user
    Evidence
    Measured
    Applies to
    Still applicable
    Observed on
    Pro, Opus, extended thinking, Deep Research
  67. Positive

    Andrew Wilkinson, co-founder of Tiny

    Lenny's Podcast: Andrew Wilkinson's AI stackPodcast episode, Lenny's Podcast

    Uses Claude for writing extensively and rates it best for that, with Gemini for large inputs and ChatGPT for other work.

    "Claude, I use for writing very extensively. I find it's the best for that."
    Transcript excerpt, Andrew Wilkinson, at 51:25

    Published Jul 3, 2025self-described: Personal stack of a holding-company founder

    Published on
    Podcasts, Talks & Videos
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Current
    Observed on
    Claude for writing
  68. Positive

    Writer at Tom's Guide

    I've tried all the leading AI chatbots - here's why I keep going back to ClaudeIndependent hands-on review, Tom's Guide

    After a year with several assistants, Hill uses Claude for most tasks, citing its reasoning and its handling of long research papers and contracts.

    Published Jun 28, 2025self-described: Solo, own work

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Reported
    Applies to
    Still applicable
    Observed on
    Claude and other chatbots
  69. Positive

    Fernando Borretti, borretti.me

    How I Use ClaudePersonal blog post, borretti.me

    Borretti measures increased Claude usage for learning, advice and writing critiques, praising better answers while noting hallucinations on long novel texts.

    Published Jan 1, 2025self-described: Solo, own work

    Published on
    Company Blogs & Reviews
    Who
    Individual user
    Evidence
    Measured
    Applies to
    Still applicable
    Observed on
    Claude 3.5 Sonnet (new), US$20 monthly subscription

Product documentation 18

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

  1. Plans & pricing

    Lists Pro at US$20 a month or US$17 a month billed annually, and Max from US$100 a month. Team Standard seats cost US$25 or US$20 annually, Premium US$125 or US$100 annually, and Enterprise US$20 a seat plus usage at API rates.

    Checked Oct 12, 2026

  2. What is the Team plan?

    Documents Team for 2 to 150 seats. Standard seats get 1.25x the Pro plan's per-session usage and Premium seats 6.25x, each with a weekly limit applied per member. Usage credits let members continue past them.

    Checked Oct 12, 2026

  3. What is the Enterprise plan?

    Documents that the Enterprise seat fee covers access only, all usage is billed at API rates with no per-seat limits, and self-serve plans need 20 seats and sales-assisted plans 50.

    Checked Oct 12, 2026

  4. How am I billed for my Enterprise plan?

    Documents that self-serve Enterprise usage draws on credits bought up front and stops when they run out, while sales-assisted usage is invoiced monthly, with organization and user spend limits on both.

    Checked Oct 12, 2026

  5. How do usage and length limits work?

    Documents a session limit that resets every five hours and weekly limits on paid plans, shared across claude.ai, Claude Code, and Claude Desktop. Context windows reach up to 1M tokens on the newest models.

    Checked Oct 12, 2026

  6. Usage limit best practices

    Lists what uses up limits faster, including long conversations, research, model choice, effort, and multi-step tasks, and notes that cached project content counts less when reused.

    Checked Oct 12, 2026

  7. Claude Fable models on your plan

    Documents that Fable models run on usage credits on Pro and Team Standard seats, and use up to 50% of weekly limits on Max and Team Premium seats.

    Checked Oct 12, 2026

  8. What are projects?

    Documents projects with their own knowledge and instructions, up to five on Free. Retrieval expands capacity up to 10x on paid plans, and Team and Enterprise can share projects with view or edit rights.

    Checked Oct 12, 2026

  9. Use connectors to extend Claude's capabilities

    Documents that connectors inherit each person's permissions in the connected service, and that Team and Enterprise owners enable each connector before members authenticate.

    Checked Oct 12, 2026

  10. Use Claude Cowork on Team and Enterprise plans

    Documents that Cowork is on by default, cloud sessions are on by default on Team and off on Enterprise, and Cowork is off by default in HIPAA-enabled organizations.

    Checked Oct 12, 2026

  11. Use Claude Cowork safely

    Separates read tools from write tools, explains prompt injection through untrusted content, and recommends human oversight in high-stakes tasks because Claude can make mistakes.

    Checked Oct 12, 2026

  12. What is Claude Tag?

    Documents Claude Tag, which replaced Claude in Slack on August 3, 2026: in beta on Team and Enterprise, channel work billed to the organization, with organization and per-channel spend limits.

    Checked Oct 12, 2026

  13. Can Claude produce images?

    States that Claude does not generate photos or illustrations, and builds diagrams, charts, and interactive visuals in HTML and SVG instead.

    Checked Oct 12, 2026

  14. Claude Cowork and chat are now one Claude

    Announces on September 16, 2026 that Cowork and chat merge into one Claude on Pro and Max first, with Team and Free to follow and 30 days' notice for Enterprise admins.

    Checked Oct 12, 2026

  15. Claude for Microsoft 365

    Describes Claude for Excel, PowerPoint, and Word, generally available on paid plans, and Claude for Outlook in beta, with every edit reviewable before it is saved or sent.

    Checked Oct 12, 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
Context Engineering Is Knowing When to Start OverID l2-03 | Company Blogs & Reviewsevery.to/also-true-for-humans/why-i-start-a-new-thread-in-claude-every-timeMike Taylor, head of evals at EveryEvery, media and software company whose team works in Claude and ChatGPT dailyIT & leadershipPublished Oct 16, 2026Assessment reviewed Nov 1, 2026Current
Comment on: The gap in shared understanding of LLM capability is wideningID dc-51 | Online Communitiesnews.ycombinator.com/item?id=50057230granfalloon, Hacker News commenterself-described: Individual legal and compliance consulting plus personal researchIndividual userPublished Oct 12, 2026Assessment reviewed Nov 1, 2026Current
Comment on: The gap in shared understanding of LLM capability is wideningID dc-50 | Online Communitiesnews.ycombinator.com/item?id=50048751nasmorn, Hacker News commenterself-described: Own monthly bookkeepingIndividual userPublished Oct 11, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Dots: Always-on agentsID dc-49 | Online Communitiesnews.ycombinator.com/item?id=49925917hungryhobbit, Hacker News commenterself-described: Engineering team using Claude Tag in Slack for review routinesSmall teamPublished Oct 1, 2026Assessment reviewed Nov 1, 2026Current
Now Available: Claude Enterprise Licenses at YaleID sf-1 | Company Blogs & Reviewsai.yale.edu/posts/2026-09-15-now-available-claude-enterprise-licenses-at-yaleAI at Yale, Yale Universityself-described: University-managed Claude Enterprise for faculty and staff beside Microsoft 365 CopilotOrganization-widePublished Sep 15, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Ask HN: What default model do you use and why?ID dc-48 | Online Communitiesnews.ycombinator.com/item?id=49677285joelboersma, Hacker News commenterself-described: Own work on the Team plan; Codex free tier for personal projectsIndividual userPublished Sep 12, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Muse - Meta's personal AI agentID dc-47 | Online Communitiesnews.ycombinator.com/item?id=49627218fnordpiglet, Hacker News commenterself-described: Solo household textbook shoppingIndividual userPublished Sep 9, 2026Assessment reviewed Nov 1, 2026Current
How I AI: How this PM uses Claude to handle 70% to 80% of his workdayID s2-01 | Podcasts, Talks & Videoswww.lennysnewsletter.com/p/how-i-ai-how-this-pm-uses-claudeDaniel Blum, product manager at MelioMelio, using Claude and Cowork on company-licensed tools, interviewed on How I AIDepartmentPublished Aug 31, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Ask HN: What is one simple thing LLMs are insanely bad at?ID dc-46 | Online Communitiesnews.ycombinator.com/item?id=49444146znnajdla, Hacker News commenterself-described: Solo planning documents and email editingIndividual userPublished Aug 26, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Manus will return to operating as an independent companyID dc-45 | Online Communitiesnews.ycombinator.com/item?id=49338448ghshephard, Hacker News commenterself-described: Own work at a corporation with restrictive InfoSecIndividual userPublished Aug 17, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Manus will return to operating as an independent companyID dc-41 | Online Communitiesnews.ycombinator.com/item?id=49261136primitivesuave, Hacker News commenterself-described: Internal-services team enabling nontechnical coworkersDepartmentPublished Aug 11, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Manus will return to operating as an independent companyID dc-42 | Online Communitiesnews.ycombinator.com/item?id=49261466ghshephard, Hacker News commenterself-described: Own knowledge work across mail, calendar, Jira, and Google DocsIndividual userPublished Aug 11, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Manus will return to operating as an independent companyID dc-43 | Online Communitiesnews.ycombinator.com/item?id=49261956michelb, Hacker News commenter at a learning and development companyself-described: Learning and development company with about 15 coworkersDepartmentPublished Aug 11, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Manus will return to operating as an independent companyID dc-44 | Online Communitiesnews.ycombinator.com/item?id=49263783riddlemethat, Hacker News commenterself-described: Own compliance and project management workIndividual userPublished Aug 11, 2026Assessment reviewed Nov 1, 2026Current
Comment on: How I use LLMs to learn complex topicsID dc-40 | Online Communitiesnews.ycombinator.com/item?id=49239409brooke2k, Hacker News commenterself-described: Solo textbook studyIndividual userPublished Aug 10, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Ask HN: AI rollout for 100 employees, mostly non-technical - what worked?ID dc-39 | Online Communitiesnews.ycombinator.com/item?id=49210872mentorcliq, Hacker News commenter administering an AI rolloutself-described: An organization that rolled AI out over two years, from ChatGPT Enterprise and Team toward ClaudeIT & leadershipPublished Aug 7, 2026Assessment reviewed Nov 1, 2026Current
Ask HN: AI rollout for 100 employees, mostly non-technical - what worked?ID dc-38 | Online Communitiesnews.ycombinator.com/item?id=49200103eeemmmooo, Hacker News commenter leading an AI rolloutself-described: Corporate team of about 100 employees, mostly ops, finance, marketing, and site managersIT & leadershipPublished Aug 6, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Ask HN: Sub 5 person team - Claude team plan?ID dc-37 | Online Communitiesnews.ycombinator.com/item?id=49064206anoop_kumar, Hacker News commenter and startup founderself-described: Founder of a team of fewer than five peopleSmall teamPublished Jul 27, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Claude CookbookID dc-36 | Online Communitiesnews.ycombinator.com/item?id=49034334itchingsphynx, Hacker News commenterself-described: Solo recipe ProjectIndividual userPublished Jul 24, 2026Assessment reviewed Nov 1, 2026Current
An opinionated guide to which AI to useID sf-7 | Company Blogs & Reviewswww.oneusefulthing.org/p/an-opinionated-guide-to-which-ai-b22Ethan Mollick, Wharton professor and author of One Useful Thingself-described: Hands-on test of Claude Cowork and ChatGPT Work on his own GmailIndividual userPublished Jul 23, 2026Assessment reviewed Nov 1, 2026Current
MCP tool calls never reach Filesystem-type servers after Desktop updateID s2-04 | Online Communitiesgithub.com/anthropics/claude-ai-mcp/issues/664jedchase-blip, GitHub userself-described: Local MCP servers in Claude Desktop on macOSIndividual userPublished Jul 22, 2026Assessment reviewed Nov 1, 2026Needs a recheck
How the founder of Morning Brew built a Claude content machine that never runs out of ideas and never sounds like slopID l2-08 | Podcasts, Talks & Videoswww.lennysnewsletter.com/p/how-the-founder-of-morning-brew-builtAlex Lieberman, Managing Partner at TenexTenex, running company content through a Claude workflow and an employee posting programDepartmentPublished Jul 20, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Setting up your spare Mac for Claude Code to control, a step-by-step guideID dc-35 | Online Communitiesnews.ycombinator.com/item?id=48966306intromert, Hacker News commenterself-described: Solo laptop backup and reinstall projectIndividual userPublished Jul 19, 2026Assessment reviewed Nov 1, 2026Current
I let Claude read all my newsletters for meID ir-11 | Company Blogs & Reviewswww.tomsguide.com/ai/claude/i-let-claude-read-all-my-newsletters-for-me-now-i-wake-up-to-a-2-minute-ai-briefingAI editor at Tom's Guideself-described: Solo, own workIndividual userPublished Jul 15, 2026Assessment reviewed Nov 1, 2026Current
Snowflake MCP connector fails in claude.ai chat but works in Claude Code on same accountID s2-07 | Online Communitiesgithub.com/anthropics/claude-ai-mcp/issues/625aaronbruneau, GitHub userself-described: Snowflake connector in the Claude app for macOS, chat and Code tabsIndividual userPublished Jul 15, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: ChatGPT WorkID dc-34 | Online Communitiesnews.ycombinator.com/item?id=48850679neil_s, Hacker News commenterself-described: Solo useIndividual userPublished Jul 9, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Ask HN: Sub 5 person team - Claude team plan?ID dc-33 | Online Communitiesnews.ycombinator.com/item?id=48729680lalithaar, Hacker News commenterself-described: A team of fewer than five peopleSmall teamPublished Jun 30, 2026Assessment reviewed Nov 1, 2026Needs a recheck
How to roll out Claude for Enterprise to all employees and get 73x ROIID s2-02 | Company Blogs & Reviewswww.cbts.com/insights-blog/how-to-roll-out-claude-for-enterprise-to-all-employees-and-get-73x-roiJustin Grieshop, CBTSself-described: CBTS, IT services company that also sells AI rollout services, after rolling Claude Enterprise out to all employeesOrganization-widePublished Jun 20, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Show HN: Veterinarian turned founder, AI lawn diagnosisID dc-31 | Online Communitiesnews.ycombinator.com/item?id=48548294ktrnka, Hacker News commenterself-described: Individual native-habitat restoration work for Green SeattleIndividual userPublished Jun 15, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Show HN: Veterinarian turned founder, AI lawn diagnosisID dc-32 | Online Communitiesnews.ycombinator.com/item?id=48548626jmathai, Hacker News commenterself-described: Solo home and lawn projectIndividual userPublished Jun 15, 2026Assessment reviewed Nov 1, 2026Current
Account-scoped auth failure: Gmail and Calendar return "The caller does not have permission" since April 20ID s2-05 | Online Communitiesgithub.com/anthropics/claude-ai-mcp/issues/424OvercastJeff, GitHub userself-described: Gmail and Google Calendar connectors on a company Google Workspace account, in Cowork and claude.aiDepartmentPublished Jun 10, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: Tell HN: Dont use Claude Design, lost access to my projects after unsubscribingID dc-29 | Online Communitiesnews.ycombinator.com/item?id=48129406jrumbut, Hacker News commenterself-described: Solo useIndividual userPublished May 14, 2026Assessment reviewed Nov 1, 2026Current
Comment on: The Siri for Families Apple Will Never BuildID dc-30 | Online Communitiesnews.ycombinator.com/item?id=48134845abustamam, Hacker News commenterself-described: Solo family reference ProjectIndividual userPublished May 14, 2026Assessment reviewed Nov 1, 2026Current
Tell HN: Dont use Claude Design, lost access to my projects after unsubscribingID dc-28 | Online Communitiesnews.ycombinator.com/item?id=48128003pycassa, Hacker News commenterself-described: Own Claude Design projects after a Max subscription endedIndividual userPublished May 13, 2026Assessment reviewed Nov 1, 2026Current
Cowork Mondays: The Bet I'm Making in 2026ID l2-06 | Company Blogs & Reviewsscottmonday.substack.com/p/cowork-mondays-introScott Monday, operator of Trinity Builder Solutions and kitchen & bath CRATEself-described: Two construction and remodeling companies moving most of their office staff onto Claude CoworkOrganization-widePublished May 9, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: Anthropic bans orgs without warningID dc-26 | Online Communitiesnews.ycombinator.com/item?id=47894395taklimakan, Hacker News commenterself-described: A new company accountSmall teamPublished Apr 24, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Google plans to invest up to US$40B in AnthropicID dc-27 | Online Communitiesnews.ycombinator.com/item?id=47896521jonlucc, Hacker News commenterself-described: Institutional animal-care protocol review and policy work with colleaguesDepartmentPublished Apr 24, 2026Assessment reviewed Nov 1, 2026Current
Making Claude Cowork actually usefulID l2-05 | Company Blogs & Reviewsposthog.com/blog/making-claude-cowork-actually-usefulCharles Cook, VP Operations, PostHogPostHog, running scheduled Cowork tasks across about fifty small teams' plans, Slack, and GitHubIT & leadershipPublished Apr 24, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: Gmail label bridge on Claude Cowork just brokeID dc-25 | Online Communitiesnews.ycombinator.com/item?id=47877542aleixin, Hacker News commenterself-described: Solo daily email draftingIndividual userPublished Apr 23, 2026Assessment reviewed Nov 1, 2026Current
Cowork on 3P: How to Run Any LLM in Claude Cowork and Claude CodeID ir-10 | Company Blogs & Reviewswww.productcompass.pm/p/cowork-on-3p-any-llmPaweł Huryn, The Product Compassself-described: Solo, own workIndividual userPublished Apr 23, 2026Assessment reviewed Nov 1, 2026Current
What Claude Design is actually good for (and why Figma isn't dead yet)ID l2-02 | Podcasts, Talks & Videoswww.lennysnewsletter.com/p/what-claude-design-is-actually-goodClaire Vo, founder of ChatPRDChatPRD, building a landing page and a branded deck in Claude Design for How I AIIT & leadershipPublished Apr 22, 2026Assessment reviewed Nov 1, 2026Current
Anthropic bans orgs without warningID dc-24 | Online Communitiesnews.ycombinator.com/item?id=47853021alpinisme, Hacker News commenter at an agricultural technology companyself-described: Agricultural technology company with about 110 users on a Claude Team plan and a separate API accountOrganization-widePublished Apr 21, 2026Assessment reviewed Nov 1, 2026Current
Comment on: ChatGPT for ExcelID dc-23 | Online Communitiesnews.ycombinator.com/item?id=47789493vipipiccf, Hacker News commenterself-described: Own work with Excel documentsIndividual userPublished Apr 16, 2026Assessment reviewed Nov 1, 2026Current
Salesforce Hosted MCP: "Authorization with the MCP server failed" on production Enterprise orgID s2-06 | Online Communitiesgithub.com/anthropics/claude-ai-mcp/issues/184bbgit123, GitHub userself-described: Custom connector from Claude to a production Salesforce Enterprise orgDepartmentPublished Apr 16, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: Ask HN: Is Claude Getting Worse?ID dc-19 | Online Communitiesnews.ycombinator.com/item?id=47778194the_inspector, Hacker News commenterself-described: Solo useIndividual userPublished Apr 15, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Claude Cowork found me a flat to rent in London in just 5 daysID dc-20 | Online Communitiesnews.ycombinator.com/item?id=47783142mikepapadim, Hacker News commenterself-described: Solo London apartment searchIndividual userPublished Apr 15, 2026Assessment reviewed Nov 1, 2026Current
Comment on: ChatGPT for ExcelID dc-21 | Online Communitiesnews.ycombinator.com/item?id=47786185lateforwork, Hacker News commenterself-described: Solo presentation creationIndividual userPublished Apr 15, 2026Assessment reviewed Nov 1, 2026Current
Comment on: ChatGPT for ExcelID dc-22 | Online Communitiesnews.ycombinator.com/item?id=47786816nsiemsen, Hacker News commenter working in financeself-described: A finance company that added Claude Enterprise licensesDepartmentPublished Apr 15, 2026Assessment reviewed Nov 1, 2026Current
Comment on: I still prefer MCP over skillsID dc-18 | Online Communitiesnews.ycombinator.com/item?id=47718961hasyimibhar, Hacker News commenterself-described: Six-person team, about half non-engineers, using internal operations and Clickhouse dataSmall teamPublished Apr 10, 2026Assessment reviewed Nov 1, 2026Current
Why We Switched to Claude from ChatGPTID l2-01 | Company Blogs & Reviewswealthtechtoday.com/2026/04/01/why-we-switched-to-claude-from-chatgpt/Craig Iskowitz, Founder and CEO, Ezra GroupEzra Group, wealth management consultancy that made Claude its primary AI platform after buying a company-wide ChatGPT licenseOrganization-widePublished Apr 1, 2026Assessment reviewed Nov 1, 2026Current
Claude Dispatch and the Power of InterfacesID ir-09 | Company Blogs & Reviewswww.oneusefulthing.org/p/claude-dispatch-and-the-power-ofEthan Mollick, One Useful Thingself-described: Solo, own workIndividual userPublished Mar 31, 2026Assessment reviewed Nov 1, 2026Current
Is Claude Cowork an Agent Yet? Honest Review (2026)ID ir-08 | Company Blogs & Reviewsthoughts.jock.pl/p/claude-cowork-dispatch-computer-use-honest-agent-review-2026Pawel Jozefiak, Digital Thoughts (thoughts.jock.pl)self-described: Solo, own workIndividual userPublished Mar 24, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: MCP is dead; long live MCPID dc-17 | Online Communitiesnews.ycombinator.com/item?id=47385232spiderfarmer, Hacker News commenterself-described: Own website content in a remote CMSIndividual userPublished Mar 15, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Show HN: Claude Tuner - Monitor your Claude usage and find the right planID dc-16 | Online Communitiesnews.ycombinator.com/item?id=47324225xlos21, Hacker News commenterself-described: Company in South Korea using Claude heavily, assigning individual Max plans by usage and skipping TeamSmall teamPublished Mar 10, 2026Assessment reviewed Nov 1, 2026Current
How to do AI analysis you can actually trustID sf-4 | Company Blogs & Reviewswww.lennysnewsletter.com/p/how-to-do-ai-analysis-you-can-actuallyCaitlin Sullivan, user-research consultant and former Head of UXR at Spotify Businessself-described: Same analysis run over 100 times across Claude, ChatGPT and GeminiIndividual userPublished Feb 17, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Claude Opus 4.6ID dc-15 | Online Communitiesnews.ycombinator.com/item?id=46910893blueblisters, Hacker News commenterself-described: Solo stock-market research comparisonIndividual userPublished Feb 6, 2026Assessment reviewed Nov 1, 2026Current
How this PM uses MCPs to automate his meeting prep, CRM updates, and customer feedback synthesisID l2-07 | Podcasts, Talks & Videoswww.lennysnewsletter.com/p/how-this-pm-uses-mcps-to-automateReid Robinson, Lead Product Manager at ZapierZapier, connecting Claude to Zapier's MCP server for CRM, meeting, and support workflowsDepartmentPublished Feb 2, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Putting Gemini to Work in ChromeID dc-14 | Online Communitiesnews.ycombinator.com/item?id=46806766mogili1, Hacker News commenterself-described: Solo useIndividual userPublished Jan 29, 2026Assessment reviewed Nov 1, 2026Current
What is Claude Cowork?ID ir-07 | Company Blogs & Reviewszapier.com/blog/claude-cowork/Senior content specialist at Zapierself-described: Solo, own workIndividual userPublished Jan 23, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Lenny's Podcast: Zevi Arnovitz on building as a non-technical PMID sf-6 | Podcasts, Talks & Videoswww.lennysnewsletter.com/p/the-non-technical-pms-guide-to-building-with-cursorZevi Arnovitz, product manager at Metaself-described: Personal projectsIndividual userPublished Jan 18, 2026Assessment reviewed Nov 1, 2026Current
Latent Space: Brex's AI strategyID sf-2 | Podcasts, Talks & Videoswww.latent.space/p/brexJames Reggio, CTO of Brexself-described: Company procurement of chat assistantsOrganization-widePublished Jan 17, 2026Assessment reviewed Nov 1, 2026Current
Comment on: First impressions of Claude CoworkID dc-13 | Online Communitiesnews.ycombinator.com/item?id=46636801vessenes, Hacker News commenterself-described: Solo email and document taskIndividual userPublished Jan 15, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Vibe Check: Claude Cowork Is Claude Code for the Rest of UsID ir-06 | Company Blogs & Reviewsevery.to/vibe-check/vibe-check-claude-cowork-is-claude-code-for-the-rest-of-usStaff writer at Everyself-described: Every team testing Cowork, including Dan Shipper and Kieran KlaassenDepartmentPublished Jan 13, 2026Assessment reviewed Nov 1, 2026Needs a recheck
Comment on: Cowork: Claude Code for the rest of your workID dc-12 | Online Communitiesnews.ycombinator.com/item?id=46593801hk__2, Hacker News commenterself-described: Solo accommodation searchIndividual userPublished Jan 12, 2026Assessment reviewed Nov 1, 2026Current
First impressions of Claude Cowork, Anthropic's general agentID ir-05 | Company Blogs & Reviewssimonwillison.net/2026/Jan/12/claude-cowork/Simon Willison, simonwillison.netself-described: Solo, own workIndividual userPublished Jan 12, 2026Assessment reviewed Nov 1, 2026Current
Comment on: Claude in ChromeID dc-11 | Online Communitiesnews.ycombinator.com/item?id=46367771simonw, Hacker News commenterself-described: Solo Cloudflare dashboard taskIndividual userPublished Dec 23, 2025Assessment reviewed Nov 1, 2026Still applicableNot counted. Its author already has two counted records on this product.
Comment on: Claude in ChromeID dc-10 | Online Communitiesnews.ycombinator.com/item?id=46348336diwu1989, Hacker News commenterself-described: Solo comparison of rental-car discount codesIndividual userPublished Dec 21, 2025Assessment reviewed Nov 1, 2026Still applicable
Comment on: Gemini 3 Flash: Frontier intelligence built for speedID dc-09 | Online Communitiesnews.ycombinator.com/item?id=46307189leemoore, Hacker News commenterself-described: Fortune 100 financial company, enterprise-wide evaluation and rolloutOrganization-widePublished Dec 17, 2025Assessment reviewed Nov 1, 2026Still applicable
Comment on: The trust collapse: Infinite AI content is awfulID dc-08 | Online Communitiesnews.ycombinator.com/item?id=45836570visarga, Hacker News commenterself-described: Solo researchIndividual userPublished Nov 6, 2025Assessment reviewed Nov 1, 2026Still applicable
Vibe Check: Claude Skills Need a 'Share' ButtonID l2-04 | Company Blogs & Reviewsevery.to/vibe-check/vibe-check-claude-skills-need-a-share-buttonKatie Parrott, staff writer at EveryEvery, building editorial Skills for her own writing and for the rest of the teamDepartmentPublished Nov 3, 2025Assessment reviewed Nov 1, 2026Still applicable
Comment on: Claude outageID dc-07 | Online Communitiesnews.ycombinator.com/item?id=45780109esperent, Hacker News commenterself-described: Individual account holderIndividual userPublished Nov 1, 2025Assessment reviewed Nov 1, 2026Still applicable
Comment on: Claude MemoryID dc-06 | Online Communitiesnews.ycombinator.com/item?id=45684641labrador, Hacker News commenterself-described: Solo useIndividual userPublished Oct 23, 2025Assessment reviewed Nov 1, 2026Still applicable
Claude Skills are awesome, maybe a bigger deal than MCPID ir-04 | Company Blogs & Reviewssimonwillison.net/2025/Oct/16/claude-skills/Simon Willison, simonwillison.netself-described: Solo, own workIndividual userPublished Oct 16, 2025Assessment reviewed Nov 1, 2026Still applicable
Comment on: Kagi NewsID dc-05 | Online Communitiesnews.ycombinator.com/item?id=45435436stavros, Hacker News commenterself-described: Solo useIndividual userPublished Oct 1, 2025Assessment reviewed Nov 1, 2026Still applicable
Comment on: Claude's memory architecture is the opposite of ChatGPT'sID dc-04 | Online Communitiesnews.ycombinator.com/item?id=45215426qgin, Hacker News commenterself-described: Solo useIndividual userPublished Sep 11, 2025Assessment reviewed Nov 1, 2026Still applicable
Claude Memory: A Different PhilosophyID ir-03 | Company Blogs & Reviewswww.shloked.com/claude-memoryFormer crypto researcherself-described: Solo, own workIndividual userPublished Sep 11, 2025Assessment reviewed Nov 1, 2026Still applicable
Comment on: Claude Code weekly rate limitsID dc-03 | Online Communitiesnews.ycombinator.com/item?id=44714393throwup238, Hacker News commenterself-described: Museum volunteer researching rare books, plus personal and project questionsIndividual userPublished Jul 28, 2025Assessment reviewed Nov 1, 2026Still applicable
Lenny's Podcast: Dan Shipper on how Every works with AIID sf-8 | Podcasts, Talks & Videoswww.youtube.com/watch?v=crMrVozp_h8Dan Shipper, CEO and cofounder of Everyself-described: About 15-person media and software companyDepartmentPublished Jul 17, 2025Assessment reviewed Nov 1, 2026Current
Lenny's Podcast: Andrew Wilkinson's AI stackID sf-5 | Podcasts, Talks & Videoswww.youtube.com/watch?v=VxAwUb86MUEAndrew Wilkinson, co-founder of Tinyself-described: Personal stack of a holding-company founderIndividual userPublished Jul 3, 2025Assessment reviewed Nov 1, 2026Current
I've tried all the leading AI chatbots - here's why I keep going back to ClaudeID ir-02 | Company Blogs & Reviewswww.tomsguide.com/ai/ive-tried-all-the-leading-ai-chatbots-heres-why-i-keep-going-back-to-claudeWriter at Tom's Guideself-described: Solo, own workIndividual userPublished Jun 28, 2025Assessment reviewed Nov 1, 2026Still applicable
Comment on: Google AI UltraID dc-02 | Online Communitiesnews.ycombinator.com/item?id=44045489johnisgood, Hacker News commenterself-described: Solo useIndividual userPublished May 20, 2025Assessment reviewed Nov 1, 2026Still applicable
Comment on: Show HN: I open-sourced my AI toy company that runs on ESP32 and OpenAI realtimeID dc-01 | Online Communitiesnews.ycombinator.com/item?id=43771777mst, Hacker News commenterself-described: Solo useIndividual userPublished Apr 23, 2025Assessment reviewed Nov 1, 2026Still applicable
How I Use ClaudeID ir-01 | Company Blogs & Reviewsborretti.me/article/how-i-use-claudeFernando Borretti, borretti.meself-described: Solo, own workIndividual userPublished Jan 1, 2025Assessment reviewed Nov 1, 2026Still applicable
Plans & pricingID pd-01 | Product Documentationclaude.com/pricingAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
What is the Team plan?ID pd-02 | Product Documentationsupport.claude.com/en/articles/9266767-what-is-the-team-planAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
What is the Enterprise plan?ID pd-03 | Product Documentationsupport.claude.com/en/articles/9797531-what-is-the-enterprise-planAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
How am I billed for my Enterprise plan?ID pd-04 | Product Documentationsupport.claude.com/en/articles/11526368-how-am-i-billed-for-my-enterprise-planAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
How do usage and length limits work?ID pd-05 | Product Documentationsupport.claude.com/en/articles/11647753-how-do-usage-and-length-limits-workAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
Usage limit best practicesID pd-06 | Product Documentationsupport.claude.com/en/articles/9797557-usage-limit-best-practicesAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
Claude Fable models on your planID pd-07 | Product Documentationsupport.claude.com/en/articles/15424964-claude-fable-models-on-your-planAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
What are projects?ID pd-08 | Product Documentationsupport.claude.com/en/articles/9517075-what-are-projectsAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
Use connectors to extend Claude's capabilitiesID pd-09 | Product Documentationsupport.claude.com/en/articles/11176164-use-connectors-to-extend-claude-s-capabilitiesAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
Use Claude Cowork on Team and Enterprise plansID pd-10 | Product Documentationsupport.claude.com/en/articles/13455879-use-claude-cowork-on-team-and-enterprise-plansAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
Use Claude Cowork safelyID pd-11 | Product Documentationsupport.claude.com/en/articles/13364135-use-claude-cowork-safelyAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
What is Claude Tag?ID pd-12 | Product Documentationsupport.claude.com/en/articles/15594475-what-is-claude-tagAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
Configure custom data retention controls for Enterprise plansID pd-13 | Product Documentationsupport.claude.com/en/articles/10440198-configure-custom-data-retention-controls-for-enterprise-plansAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
Is my data used for model training? (consumer plans)ID pd-14 | Product Documentationprivacy.claude.com/en/articles/10023580-is-my-data-used-for-model-trainingAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
Is my data used for model training? (commercial products)ID pd-15 | Product Documentationprivacy.claude.com/en/articles/7996868-is-my-data-used-for-model-trainingAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
Can Claude produce images?ID pd-16 | Product Documentationsupport.claude.com/en/articles/9002504-can-claude-produce-imagesAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
Claude Cowork and chat are now one ClaudeID pd-17 | Product Documentationclaude.com/resources/articles/cowork-is-now-claudeAnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only
Claude for Microsoft 365ID pd-18 | Product Documentationclaude.com/claude-for-microsoft-365AnthropicOfficial Claude documentationNot counted (documentation)No date statedDocumentation checked Oct 12, 2026CurrentVerification only