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Amazon Q Developer Signals

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

Read the findings

What the evidence says

Whose sources count

Practitioner sentiment, all practitioners

+10 Mixed from 43 sources that take a side

How this figure is made

Mixed overall signal, net 10 points

From 39 authors in 35 discussions. Use a task pilot to measure accepted work and review time.

Analyzed
84 total sources
Top praise
Agentic Coding (15 of 16 sources) See praise evidence
Top concern
Answer Quality (10 of 10 sources) See concern evidence

Jan 2025 to Sep 2026.

70 sources from practitioners, by month and sentiment.

Across the 61 independent public accounts the read is mixed and leans positive: 18 positive, 12 mixed, and 13 negative; 18 state no overall view and cast no vote. Agentic coding draws the most consistent praise, from 15 of the 16 sources that discuss it. Every source discussing answer quality, bugs, or product direction raises a concern. Accounts that compare tools split 6 to 7 on their preferred main tool.

Positive, mixed and negative sources

The score counts them as 16 positive, 11 mixed and 12 negative votes, one per author. See How the numbers work.

See the evidence

Below: 3 praise themes, 4 concerns, 1 close to agreement and 2 disagreements.

Findings

Counted for All practitioners, from 70 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. Agentic Coding15 of 16 sources on it praise itHow well Q Developer carries a task through reading files, editing code, running commands, and checking the result.

    Counted for All practitioners.

    Positive, 15

    1. Positive

      mlaretallack, Hacker News commenter

      Comment on: TP-Link Tapo C200: Hardcoded Keys, Buffer Overflows and PrivacyHacker News comment

      Used Ghidra with Amazon Q to reverse-engineer the video feed of a toy drone.

      Published Dec 19, 2025self-described: Personal reverse-engineering project

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

    2. Positive

      Martin Heller, Contributing Writer at InfoWorld

      AI-assisted software development with Amazon Q DeveloperIndependent hands-on review, InfoWorld

      Testing Q Developer on the free tier with Claude Sonnet 4.5, Heller saw its first C++ pi program fail to compile until a fix was requested; in the Q CLI it fixed a websocket chat example with a simple three-line addition. Says Q has improved significantly and "I can certainly recommend it to AWS customers".

      "Amazon Q Developer has improved significantly over the last year. I can certainly recommend it to AWS customers."
      Excerpt, Martin Heller

      Published Dec 4, 2025Hands-on review in VS Code and the Q CLI, compared with Codex

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

    3. Mixed

      richelectron, Hacker News commenter

      Comment on: Show HN: Next Home GameHacker News comment

      Used Amazon Q in VS Code to scaffold the HTML, CSS, and JavaScript front end of a side project. It was great for UI and less so for build scripts and cron workflows.

      Published Sep 9, 2025self-described: Side project, self-hosted on a Raspberry Pi

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

    4. Positive

      jpadamspdx, Hacker News commenter, self-described

      Comment on: Agentic Coding RecommendationsHacker News comment

      First try of the Q Developer CLI: MCP worked, they set agent rules and tool limits, ran three instances in parallel and merged the best variant.

      Published Jun 12, 2025

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

    5. Mixed

      0x457, Hacker News commenter, self-described

      Comment on: MCP explained without hype or fluffHacker News comment

      Had Amazon Q drive GitHub through the gh CLI and it worked well, merging when checks passed, though it hallucinated JSON schema details every new session.

      Published May 22, 2025

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    6. Positive

      jsumrall, Hacker News commenter

      Comment on: Ask HN: Cursor or Windsurf?Hacker News comment

      Rates Claude Code best but finds Amazon Q almost as good, still on the free tier after a week of use.

      Published May 12, 2025self-described: Software engineer at Picnic

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

    7. Positive

      noidesto, Hacker News commenter, self-described

      Comment on: OpenAI Codex CLI: Lightweight coding agent that runs in your terminalHacker News comment

      Has had great results with the Q Developer CLI since it became agentic, and believes it runs Claude 3.7 Sonnet underneath.

      Published Apr 17, 2025

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

    8. Mixed

      trashtensor, Hacker News commenter, self-described

      Comment on: "Vibe Coding" vs. RealityHacker News comment

      Lets Q Developer work on small, well-defined Python problems for half an hour while doing other work. It runs scripts and fixes errors, but did much worse in a large codebase.

      Published Mar 22, 2025

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

    9. Positive

      Pietro Maffi, Engineer building internal Jira reporting apps

      GitHub Copilot VS Amazon QPractitioner article, dev.to

      Built a Jira reporting app quickly with Amazon Q. Copilot's version failed after 30 minutes of fixes, and one Q prompt repaired it, which the author attributes to Q running Sonnet 4.

      Published Aug 26, 2025self-described: Company where Copilot is the approved assistant

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

    10. Positive

      didibus, Hacker News commenter, self-described

      Comment on: We put a coding agent in a while loopHacker News comment

      Given a goal with checkable criteria such as passing tests, has seen Amazon Q keep working for about two hours before ending.

      Published Aug 25, 2025

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    11. Positive

      Chris Ebert, software engineer at Tyler Technologies

      Giving AWS Q Developer CLI a second lookPersonal blog post, chrisebert.net

      Revisiting Q Developer, Ebert came away with a much more favorable impression than nearly a year earlier; using claude-4-sonnet in the Q CLI, never hit throttling, unlike Claude Code at work. Will "likely" keep Claude Code at work but would strongly consider Q CLI for new side projects for its pricing.

      "I'll likely continue using Claude Code at work since this tool already has widespread adoption and support within my organization. However, due to Amazon's relatively inexpensive pricing model, I would strongly consider using Q Developer CLI in any new side projects I pursue in the future."
      Excerpt, Chris Ebert

      Published Jul 15, 2025self-described: Side project, a browser game built for the AWS Build Games Challenge; uses Claude Code at work

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

    12. Mixed

      placardloop, Hacker News commenter, self-described

      Comment on: Kiro: A new agentic IDEHacker News comment

      Says the Q Developer CLI and IDE plugins work as well as the Claude models they wrap, but naming everything Amazon Q confuses the console assistant with the developer tools.

      Published Jul 14, 2025

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

    13. Positive

      0x457, Hacker News commenter, self-described

      Comment on: Gemini CLIHacker News comment

      Has Q write a plan to a markdown file, clears the context, and has it execute the plan phase by phase on Sonnet 4, sometimes comparing against a Codex implementation.

      Published Jun 25, 2025

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

    14. Positive

      Prateek Jain, r/aws member, self-described

      Vibe Coding with Amazon Q Developer CLIReddit post, r/aws

      Built a static World Clock app with the Q CLI, deployed it to S3 and CloudFront, updated it live, and deleted the infrastructure, all through prompts, and also lists real limits.

      Published Apr 26, 2025

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

    15. Positive

      vel0city, Hacker News commenter

      Comment on: Microsoft cancels leases for AI data centers, analyst saysHacker News comment

      Employer-approved Q Developer has been good with Python, Kubernetes and CDK or CloudFormation. It builds a Lambda setup from a script and pulls context from other templates in the project.

      Published Feb 24, 2025self-described: Employer-approved tooling; Python, Kubernetes, CDK

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

    Mixed or negative, 1

    1. Negative

      nishant-kumarbhatnag, GitHub user

      Amazon Q A big Bug or Error that is making it worthlessGitHub issue, aws/aws-toolkit-visual-studio

      A senior .NET developer on a company-licensed Amazon Q in Visual Studio reports that since "last month" the agent asks permission for every file and folder; one change took more than 500 allow clicks and over 2 hours against 5 minutes by hand. Calls the overall experience "very worst and bad".

      Published Jul 17, 2026self-described: Company-provided Q license, .NET Core in Visual Studio 2022 and 2026

      Practitioner account, pseudonymous; direct use; counts toward Delivered outcomes, Reliability, Operational control

    Open them in the record
  2. Terminal Workflow11 of 12 sources on it praise itHow the Q CLI and q chat fit day-to-day terminal work.

    Counted for All practitioners.

    Positive, 11

    1. Positive

      nsonha, Hacker News commenter, self-described

      Comment on: Warp.dev Terminal - Overpriced, Buggy, and AI-Sabotaged My CodeHacker News comment

      Uses terminal agents including Amazon Q for ad hoc scripting and never hit the free limit with Claude 4.

      Published Jul 28, 2025

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

    2. Positive

      __bjoernd, Hacker News commenter, self-described

      Comment on: Kiro: A new agentic IDEHacker News comment

      Uses the Q CLI a lot and loves it, while being amazed by what Claude Code does with the same models.

      Published Jul 15, 2025

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

    3. Positive

      tmvphil, Hacker News commenter, self-described

      Comment on: Kiro: A new agentic IDEHacker News comment

      Turns "that stuff" off and uses q chat for everything, which "actually works very well" in the author's experience.

      Published Jul 15, 2025

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

    4. Positive

      Chris Ebert, software engineer at Tyler Technologies

      Giving AWS Q Developer CLI a second lookPersonal blog post, chrisebert.net

      Revisiting Q Developer, Ebert came away with a much more favorable impression than nearly a year earlier; using claude-4-sonnet in the Q CLI, never hit throttling, unlike Claude Code at work. Will "likely" keep Claude Code at work but would strongly consider Q CLI for new side projects for its pricing.

      "I'll likely continue using Claude Code at work since this tool already has widespread adoption and support within my organization. However, due to Amazon's relatively inexpensive pricing model, I would strongly consider using Q Developer CLI in any new side projects I pursue in the future."
      Excerpt, Chris Ebert

      Published Jul 15, 2025self-described: Side project, a browser game built for the AWS Build Games Challenge; uses Claude Code at work

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

    5. Positive

      artdigital, Hacker News commenter, self-described

      Comment on: Kiro: A new agentic IDEHacker News comment

      Calls the Q CLI great: Claude models nearly unlimited for US$20, less polished than Claude Code.

      Published Jul 14, 2025

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

    6. Positive

      Prateek Jain, r/aws member, self-described

      Vibe Coding with Amazon Q Developer CLIReddit post, r/aws

      Built a static World Clock app with the Q CLI, deployed it to S3 and CloudFront, updated it live, and deleted the infrastructure, all through prompts, and also lists real limits.

      Published Apr 26, 2025

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

    7. Positive

      Martin Heller, Contributing Writer at InfoWorld

      AI-assisted software development with Amazon Q DeveloperIndependent hands-on review, InfoWorld

      Testing Q Developer on the free tier with Claude Sonnet 4.5, Heller saw its first C++ pi program fail to compile until a fix was requested; in the Q CLI it fixed a websocket chat example with a simple three-line addition. Says Q has improved significantly and "I can certainly recommend it to AWS customers".

      "Amazon Q Developer has improved significantly over the last year. I can certainly recommend it to AWS customers."
      Excerpt, Martin Heller

      Published Dec 4, 2025Hands-on review in VS Code and the Q CLI, compared with Codex

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

    8. Mixed

      aviboy2006, r/aws member, self-described

      What's difference between Amazon Q developer CLI and Kiro CLIReddit post, r/aws

      A big fan of the Q CLI for AWS work, Dockerfiles, shell scripts, and prototype projects asks why they should move to Kiro CLI, finding the run of new tools confusing.

      Published Nov 19, 2025

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

    9. Positive

      didibus, Hacker News commenter, self-described

      Comment on: Clojure MCPHacker News comment

      Uses the Amazon Q CLI for agentic coding because it is the cheapest option, with Claude Code as the alternative they would choose.

      Published May 27, 2025

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

    10. Positive

      noidesto, Hacker News commenter, self-described

      Comment on: OpenAI Codex CLI: Lightweight coding agent that runs in your terminalHacker News comment

      Has had great results with the Q Developer CLI since it became agentic, and believes it runs Claude 3.7 Sonnet underneath.

      Published Apr 17, 2025

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

    11. Positive

      artdigital, Hacker News commenter, self-described

      Comment on: OpenAI Codex CLI: Lightweight coding agent that runs in your terminalHacker News comment

      Switched from Claude Code to Q Developer Pro on the CLI: a very similar experience with fewer features, capped at US$20 a month.

      Published Apr 17, 2025

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

    Mixed or negative, 1

    1. Negative

      smcleod, Hacker News commenter

      Comment on: Kiro: A new agentic IDEHacker News comment

      Says the Q CLI injects so much into shell profiles that terminal start-up slows by seconds, and it lacked support for streamable HTTP and SSE MCP servers.

      Published Jul 14, 2025self-described: DevOps practitioner, in tech since 2005

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

    Open them in the record
  3. AWS Knowledge7 of 10 sources on it praise itThe quality of Q's answers about AWS services, the account's own resources, IAM, and CDK, CloudFormation, or Terraform.

    Counted for All practitioners.

    Positive, 7

    1. Positive

      0xbadcafebee, Hacker News commenter

      Comment on: Datadog, thank you for blocking usHacker News comment

      Finds Amazon Q handy at investigating and diagnosing AWS issues and answers teams' questions with it, though none of the teams use it themselves.

      Published Jan 11, 2026self-described: Operations support for internal teams

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

    2. Mixed

      aviboy2006, r/aws member, self-described

      Using Amazon Q Developer both CLI and extension, amazing for AWS infra/debugging, but code review feels like a gap. Anyone else?Reddit post, r/aws

      Q's extension and CLI saved hours on AWS infrastructure and IAM, S3, and ECS debugging, but generated IaC needed fixes before CloudFormation accepted it, and its code review works like a linter.

      Published Aug 11, 2025

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

    3. Positive

      WorldPeas, Hacker News commenter, self-described

      Comment on: AWS launches Kiro, its Cursor cloneHacker News comment

      Finds Amazon Q knows the right CDK parameters where Sonnet sometimes struggles, despite running on what looks like a weaker model.

      Published Jul 14, 2025

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

    4. Positive

      Gergely Orosz, author of The Pragmatic Engineer newsletter

      Post by Gergely Orosz on Amazon Q DeveloperX post

      Gergely Orosz reports that all developers at Amazon use Q Developer and, as far as he knows, like it, and that it excels at anything AWS.

      "All devs at Amazon use it (and like it AFAIK!) It excels working with anything AWS."
      Excerpt, Gergely Orosz

      Published Jun 30, 2025self-described: Newsletter author reporting on engineering at Amazon

      not counted until substantiated

    5. Positive

      Karol Havrillay, Infrastructure engineer

      How Helpful and Secure can AI be? A Little Comparison of ChatGPT and Amazon Q DeveloperPractitioner article, dev.to

      For Terraform creating an IAM user, KMS key and encrypted S3 bucket, Q Developer produced clean code with no deprecated parameters and AWS security defaults, where ChatGPT did not.

      Published Mar 31, 2025self-described: Terraform for IAM, S3 and KMS

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

    6. Positive

      vel0city, Hacker News commenter

      Comment on: Microsoft cancels leases for AI data centers, analyst saysHacker News comment

      Employer-approved Q Developer has been good with Python, Kubernetes and CDK or CloudFormation. It builds a Lambda setup from a script and pulls context from other templates in the project.

      Published Feb 24, 2025self-described: Employer-approved tooling; Python, Kubernetes, CDK

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

    7. Positive

      Prateek Jain, r/aws member, self-described

      Vibe Coding with Amazon Q Developer CLIReddit post, r/aws

      Built a static World Clock app with the Q CLI, deployed it to S3 and CloudFront, updated it live, and deleted the infrastructure, all through prompts, and also lists real limits.

      Published Apr 26, 2025

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

    Mixed or negative, 3

    1. Negative

      dangus, Hacker News commenter, self-described

      Comment on: Kiro: A new agentic IDEHacker News comment

      Found Amazon Q in the AWS console useless, worse than a Google search, and expects little from AWS's next coding tool as a result.

      Published Jul 14, 2025

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

    2. Negative

      quintes, Hacker News commenter

      Comment on: Ask HN: Cursor or Windsurf?Hacker News comment

      Asked Amazon Q a legitimate question while configuring an IAM policy and it refused, citing security policy. Found the answer through Google.

      Published May 12, 2025self-described: Strategy and enterprise architecture advisor across APAC and the US West Coast

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

    3. Negative

      dangus, Hacker News commenter, self-described

      Comment on: AI Horseless CarriagesHacker News comment

      Says Amazon Q answers basic AWS questions with a bogus "sorry I can't help with that" where ChatGPT gives a real answer.

      Published Apr 24, 2025

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

    Open them in the record

What concerns them

Every concern practitioners raise, most raised first.

  1. Answer QualityAll 10 sources on it raise it as a concernIncorrect or shallow code and answers, including refusals and comparisons with other assistants.

    Counted for All practitioners.

    1. Mixed

      jnothstine, GitHub user, self-described

      Amazon Q does not follow rulesGitHub issue, aws/aws-toolkit-visual-studio

      Has a Q rule not to change code without confirming first. Q breaks it often and follows it again only after a reminder, apparently forgetting rules after a restart.

      Published May 1, 2026

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

    2. Positive

      Martin Heller, Contributing Writer at InfoWorld

      AI-assisted software development with Amazon Q DeveloperIndependent hands-on review, InfoWorld

      Testing Q Developer on the free tier with Claude Sonnet 4.5, Heller saw its first C++ pi program fail to compile until a fix was requested; in the Q CLI it fixed a websocket chat example with a simple three-line addition. Says Q has improved significantly and "I can certainly recommend it to AWS customers".

      "Amazon Q Developer has improved significantly over the last year. I can certainly recommend it to AWS customers."
      Excerpt, Martin Heller

      Published Dec 4, 2025Hands-on review in VS Code and the Q CLI, compared with Codex

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

    3. Mixed

      Mahdi Azarboon, r/aws member

      Hallucinations, Bugs, and Speed in Amazon Q Developer CLI (AWS Gen AI)Reddit post, r/aws

      Using the Q CLI on a real CDK TypeScript project, Mahdi Azarboon found it hallucinated, forgot instructions, and broke with updates, yet sped up mundane work when tightly controlled.

      Published Oct 12, 2025self-described: AWS CDK TypeScript project

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

    4. Mixed

      Consistent_Park5015, r/aws member

      Has anyone tried this combination? AWS Q Developer + Superclaude FrameworkReddit post, r/aws

      A junior engineer writing CDK at an AWS-centric company uses Q Developer with Claude 4 in VS Code for requirements and design documents. Good results take a long time, and the engineer expects to move to Kiro.

      Published Jul 30, 2025self-described: Organization that mainly uses AWS; junior engineer writing CDK

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

    5. Negative

      sirtaj, Hacker News commenter

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

      Uses Q, now Kiro CLI, at work with Opus and finds it clearly worse than Claude Code within the first 30 seconds.

      Published Jan 9, 2026self-described: Q and Kiro CLI at work

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

    6. Mixed

      richelectron, Hacker News commenter

      Comment on: Show HN: Next Home GameHacker News comment

      Used Amazon Q in VS Code to scaffold the HTML, CSS, and JavaScript front end of a side project. It was great for UI and less so for build scripts and cron workflows.

      Published Sep 9, 2025self-described: Side project, self-hosted on a Raspberry Pi

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

    7. Negative

      JCM9, Hacker News commenter, self-described

      Comment on: Amazonq.nvim: Official AWS AI Assistant Plugin for NeovimHacker News comment

      Tried Q Developer and found it not keeping pace with competing tools. Would choose it only without another option.

      Published Sep 3, 2025

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

    8. Mixed

      0x457, Hacker News commenter, self-described

      Comment on: MCP explained without hype or fluffHacker News comment

      Had Amazon Q drive GitHub through the gh CLI and it worked well, merging when checks passed, though it hallucinated JSON schema details every new session.

      Published May 22, 2025

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    9. Negative

      dangus, Hacker News commenter, self-described

      Comment on: AI Horseless CarriagesHacker News comment

      Says Amazon Q answers basic AWS questions with a bogus "sorry I can't help with that" where ChatGPT gives a real answer.

      Published Apr 24, 2025

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

    10. Negative

      Corey Quinn, Author of Last Week in AWS

      AWS Chatbot's Rename to Amazon Q Developer is a Step BackwardNewsletter blog post, Last Week in AWS

      Argues renaming AWS Chatbot to Amazon Q Developer muddles a dozen products under one name, and that Q has improved but 'usually' accurate is not enough for alerts.

      Published Feb 27, 2025self-described: Own AWS environment with chat alerts for console changes, cost anomalies and health events

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

    Open them in the record
  2. StabilityAll 9 sources on it raise it as a concernWork interrupted by plugin crashes or persistent errors, including intrusive console behavior.

    Counted for All practitioners.

    1. Mixed

      Mathi-MS, GitHub user, self-described

      bug: Ctrl+Z does not undo pasted prompts in Amazon Q VS CodeGitHub issue, aws/amazon-q-developer-cli

      Ctrl+Z undoes typed text in the Q chat input in VS Code but not pasted prompts, a small bug that interrupts work when it happens repeatedly.

      Published Aug 18, 2026

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

    2. Negative

      nishant-kumarbhatnag, GitHub user

      Amazon Q A big Bug or Error that is making it worthlessGitHub issue, aws/aws-toolkit-visual-studio

      A senior .NET developer on a company-licensed Amazon Q in Visual Studio reports that since "last month" the agent asks permission for every file and folder; one change took more than 500 allow clicks and over 2 hours against 5 minutes by hand. Calls the overall experience "very worst and bad".

      Published Jul 17, 2026self-described: Company-provided Q license, .NET Core in Visual Studio 2022 and 2026

      Practitioner account, pseudonymous; direct use; counts toward Delivered outcomes, Reliability, Operational control

    3. Mixed

      deanis74, GitHub user, self-described

      Always Allow option not persisted for MCP server toolsGitHub issue, aws/aws-toolkit-visual-studio

      Calls the Jira MCP tool in Q for Visual Studio extremely handy, but the Always Allow setting reverts to Ask after a refresh or restart.

      Published May 1, 2026

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

    4. Negative

      chanux, Hacker News commenter

      Comment on: I'm drowning in AI features I never asked for and I hate itHacker News comment

      Finds the Amazon Q bubble in the AWS console at work intrusive, though it looks less bad on a private account.

      Published Oct 26, 2025self-described: AWS console at work

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

    5. Negative

      Kitchen-Airport960, r/aws member, self-described

      Amazon Q Developer (Pro/Free both) - Sonnet 4 Not available since FridayReddit post, r/aws

      On both Free and Pro, Claude Sonnet 4 kept returning a high-load error for days, so they moved the project to Cursor and are considering switching for good.

      Published Jul 22, 2025

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    6. Negative

      smcleod, Hacker News commenter

      Comment on: Kiro: A new agentic IDEHacker News comment

      Filed a Q CLI bug on GitHub (issue 844) and says Amazon dropped the ball fixing it.

      Published Jul 15, 2025self-described: DevOps practitioner, in tech since 2005

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

    7. Negative

      zeristor, Hacker News commenter, self-described

      Comment on: Amazon Q Developer releases state of the art agent for feature developmentHacker News comment

      Asks whether the Q plugin still crashes PyCharm and whether Amazon Q was asked to check if the plugin "would keep crashing PyCharm until it is uninstalled", adding that the author isn't keen on wasting time on alpha code.

      Published Apr 21, 2025

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

    8. Mixed

      efratroz-hub, GitHub user

      Amazon Q automatically signs out mid-response in one specific projectGitHub issue, aws/aws-toolkit-visual-studio

      Q signs the user out in the middle of responses in one project, while teammates on the same project are unaffected.

      Published Jul 26, 2026self-described: Project shared with teammates

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    9. Negative

      smcleod, Hacker News commenter

      Comment on: Kiro: A new agentic IDEHacker News comment

      Says the Q CLI injects so much into shell profiles that terminal start-up slows by seconds, and it lacked support for streamable HTTP and SSE MCP servers.

      Published Jul 14, 2025self-described: DevOps practitioner, in tech since 2005

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

    Open them in the record
  3. Product DirectionAll 7 sources on it raise it as a concernRenames from CodeWhisperer to Q to Kiro, the end of support, and trust in AWS's roadmap.

    Counted for All practitioners.

    1. Negative

      kesor, r/aws member, self-described

      Kiro CLI - is it OSS?Reddit post, r/aws

      Notes that Q CLI 1.19.7 was open source on GitHub but its successor, Kiro CLI 1.20.0, has no public source and installs through curl piped to bash.

      Published Nov 19, 2025

      Practitioner account, pseudonymous; opinion; not counted until substantiated

    2. Mixed

      aviboy2006, r/aws member, self-described

      What's difference between Amazon Q developer CLI and Kiro CLIReddit post, r/aws

      A big fan of the Q CLI for AWS work, Dockerfiles, shell scripts, and prototype projects asks why they should move to Kiro CLI, finding the run of new tools confusing.

      Published Nov 19, 2025

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

    3. Negative

      Cultural_Village7083, r/aws member

      Is there an AI strategy for AWS? Customers are confused and frustrated.Reddit post, r/aws

      A self-described AWS fan whose organization runs its base infrastructure on AWS says Q Developer was OK early but declined once agentic features arrived and is not competitive with other coding tools.

      Published Oct 11, 2025self-described: Organization running its base compute and storage on AWS

      Practitioner account, pseudonymous; opinion; not counted until substantiated

    4. Negative

      nullandvoid, Hacker News commenter

      Comment on: Kiro: A new agentic IDEHacker News comment

      Amazon Q was imposed at their workplace in an alpha state and stayed miles behind competitors for a year until the team moved back to Copilot. Now distrusts AWS AI tooling.

      Published Jul 14, 2025self-described: Workplace where Amazon Q was mandated, later replaced by Copilot

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

    5. Mixed

      placardloop, Hacker News commenter, self-described

      Comment on: Kiro: A new agentic IDEHacker News comment

      Says the Q Developer CLI and IDE plugins work as well as the Claude models they wrap, but naming everything Amazon Q confuses the console assistant with the developer tools.

      Published Jul 14, 2025

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

    6. Negative

      Corey Quinn, Author of Last Week in AWS

      AWS Chatbot's Rename to Amazon Q Developer is a Step BackwardNewsletter blog post, Last Week in AWS

      Argues renaming AWS Chatbot to Amazon Q Developer muddles a dozen products under one name, and that Q has improved but 'usually' accurate is not enough for alerts.

      Published Feb 27, 2025self-described: Own AWS environment with chat alerts for console changes, cost anomalies and health events

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

    7. Negative

      dangus, Hacker News commenter, self-described

      Comment on: Kiro: A new agentic IDEHacker News comment

      Found Amazon Q in the AWS console useless, worse than a Google search, and expects little from AWS's next coding tool as a result.

      Published Jul 14, 2025

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

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

    Checked Oct 12, 2026.AWS closed new sign-ups on May 15, 2026 and ends support for the IDE plugins and paid subscriptions on April 30, 2027. Amazon Q in the console, the documentation site, the mobile app, Slack, and Microsoft Teams is not affected. AWS DevOps Blog: Amazon Q Developer end-of-support announcement

    Open them in the record
  4. Requires Strong Review4 of 5 sources on it raise it as a concernThe review needed to catch errors in Q-generated code and findings.

    Counted for All practitioners.

    Raised as a concern, 4

    1. Mixed

      aviboy2006, r/aws member, self-described

      Using Amazon Q Developer both CLI and extension, amazing for AWS infra/debugging, but code review feels like a gap. Anyone else?Reddit post, r/aws

      Q's extension and CLI saved hours on AWS infrastructure and IAM, S3, and ECS debugging, but generated IaC needed fixes before CloudFormation accepted it, and its code review works like a linter.

      Published Aug 11, 2025

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

    2. Mixed

      Stephen A. Fuqua, Director, Software Engineering at Ed-Fi Alliance

      Grudgingly Accepting AI Coding AssistantsEngineering director's blog post, Stephen A. Fuqua

      Fuqua reports that Q found null-handling edge cases and saved about 20 minutes on C# unit tests, although he had to convert its XUnit output to NUnit. He allows his teams to use coding assistants while retaining mandatory peer review and security checks.

      "Overall, I estimate it saved me about 20 minutes time on that task. And it helped find a low probability bug in the system-under-test that I may have missed. That was useful."
      Excerpt, Stephen A. Fuqua
      "Mandatory peer review and merge process into the protected main branch that generates our binary releases."
      Same speaker

      Published Jan 14, 2025Director evaluating coding assistants for open source engineering teams

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

    3. Mixed

      Mahdi Azarboon, r/aws member

      Hallucinations, Bugs, and Speed in Amazon Q Developer CLI (AWS Gen AI)Reddit post, r/aws

      Using the Q CLI on a real CDK TypeScript project, Mahdi Azarboon found it hallucinated, forgot instructions, and broke with updates, yet sped up mundane work when tightly controlled.

      Published Oct 12, 2025self-described: AWS CDK TypeScript project

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

    4. Negative

      eestrada, Hacker News commenter, self-described

      Comment on: AI coding mandates are driving developers to the brinkHacker News comment

      Turned off Amazon Q completions because half the suggestions were noise that took longer to review than writing the code.

      Published Apr 9, 2025

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

    Discussed without concern, 1

    1. Positive

      Karol Havrillay, Infrastructure engineer

      How Helpful and Secure can AI be? A Little Comparison of ChatGPT and Amazon Q DeveloperPractitioner article, dev.to

      For Terraform creating an IAM user, KMS key and encrypted S3 bucket, Q Developer produced clean code with no deprecated parameters and AWS security defaults, where ChatGPT did not.

      Published Mar 31, 2025self-described: Terraform for IAM, S3 and KMS

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

    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 14 supporting sources

  1. Below threshold

    Practitioners judge Q Developer on whether it completes a task through code edits and commands, then checks the result.

    8 supporting sources

Where it disagrees

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

  • Evidence remains mixed

    Among engineers who used Q Developer and another assistant, which works better as the main tool?

    • Q Developer works better, 6 sources

      Some prefer Q for its flat price, Visual Studio support, AWS-correct infrastructure code, or results that beat Copilot, Cline, or ChatGPT on their task. One Amazon engineer ranks Q in IntelliJ above every other tool they have tried.

    • Another assistant works better, 7 sources

      Others moved to Copilot, Cursor, or Claude Code, citing slow inline suggestions, an unavailable model, a product that fell behind, or weaker context on adjacent systems.

  • Evidence remains mixed

    How much should Q Developer complete before a human checkpoint?

    • Broader delegation, 5 sources

      Some give Q a goal with checkable criteria and let it run for half an hour or more, and others ask for a setting that runs commands without a click each time.

    • Tighter steering, 2 sources

      Others have Q write a plan to a file and execute it phase by phase, or keep it tightly controlled because it forgets instructions.

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

    14 sources. These accounts focus on how Amazon Q Developer works across a team: rollout through IAM Identity Center, rules files, review load, and the AWS work it takes on.

  • Individual builders

    56 sources. These accounts focus on raw capability, AWS knowledge, the flat price, and how Q Developer compares with the assistant each builder already uses.

  • All practitioners

    70 sources. This gives the broadest read, but combines work settings that can reach materially different conclusions.

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

  1. Individual practitionerSolo developers and independent builders56 sources, counted here

    Emphasizes AWS knowledge, flat price, and how Q compares with other assistants

  2. Very small team2 to 10 engineersNo sources from this setting yet
  3. Professional team11 to 50 engineers, or a named company's team10 sources, counted here

    Emphasizes Rules files, reviews, and IAM Identity Center sign-in

  4. Technical leadershipLeaders setting adoption across teams3 sources, counted here

    Emphasizes Procurement and data terms through AWS

  5. Organization-wideEnterprise or company-wide rollout1 sources, counted here

    Emphasizes Active-user share, budgeting, and risk review

What changes with scale. Individual builders weigh Q Developer's agentic work, the Q CLI, and its AWS knowledge against the quality of its answers. Team and company accounts are fewer and more negative: they turn to sign-in through IAM Identity Center, slow inline suggestions, and whether to keep a tool AWS is retiring.

Where the sources come from

Where this group's sources were published.

Counted for All practitioners, from 70 sources. Change group

84 sources for this group, 14 of them documentation

  • Developer Communities58, 69% of 84 sources
  • Product Documentation14, 17% of 84 sources
  • Engineering Blogs & Reviews11, 13% of 84 sources
  • Videos & Talks1, 1% of 84 sources

Older evidence is retained when it still applies. Some sources depend on the Q CLI, which is now Kiro CLI, on a changed request limit, or on a model AWS has since replaced. They stay in the history, marked Needs a recheck.

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 Amazon Q Developer now casts no vote; it still counts toward its topics and is listed, and 18 records that counted leave the vote this way. Leaders and teams stay unscored, individual builders stay at +18 and all practitioners move from +7 to +10.
  • Oct 31, 2026: rewrote 8 summaries that two blind coders found overstated their sources, so each says what its source says. A comment about another tool's credit states no view of Q Developer and no longer counts, and a Visual Studio developer who calls the experience very bad now reads negative. Individual builders move from +19 to +18 and all practitioners from +9 to +8.
  • Builds the Amazon Q Developer evidence base from English-language public sources only: every source links to the page it comes from and names its author and publication date.
  • Shows a finding for a group only when at least 5 sources from 3 different authors discuss it, and a disagreement only with at least 2 sources on each side.
  • Leaves out code transformation and code review themes. On October 25, 2026 GILD found first-hand transformation accounts only in AWS-published customer stories and a 2024 test run before general availability. Code review accounts were only first impressions written before general availability. A team planning a Java upgrade with Q should pilot it on one Maven service and count the manual fixes before transformation ends with the IDE plugins' end of support.
  • Leaves out an agent safety theme, which rests mainly on one researcher's disclosed and fixed vulnerability. The rules-file, self-directed-speed, and AWS-procurement statements fall short of 5 sources from 3 authors; the disagreement about time saved overall lacks 2 sources per side.
  • Checks every documentation link against AWS's current Amazon Q Developer documentation, pricing, end-of-support notice, and Kiro migration guides.
  • Counts a GitHub bug report as mixed unless its author drops Q Developer or recommends against it. Four Visual Studio issues (ignored rules, per-file permission prompts, sign-outs, and a failed install) moved from negative to mixed.
  • Oct 25, 2026: added Needs Close Steering from what existing accounts state. Of these, 1 reports reminding Q of its rules to keep it on task, and 3 describe planning or long unattended runs without concern.
  • Oct 25, 2026: added five sources from outside the forums: two posts by Mission Cloud's CTO, an engineer's blog, an InfoWorld review, and Gergely Orosz on Q's use inside Amazon. Requires Strong Review now has at least 5 sources from 3 authors.
  • Lists two Hacker News comments by an Amazon engineer without counting them, because Amazon makes Q Developer. All practitioners move from +23 to +21 and individual builders from +29 to +26.

Method

A running review of what engineering teams report about Amazon Q Developer, from individual builders to company-wide rollouts. 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 +8 mixed (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 +9 Mixed. 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 +7 Mixed and now reads +10 Mixed.
  • 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 2 of 6, individual builders 19 of 37, all practitioners 21 of 43.

Limits

  • GILD reviewed 70 public sources. The set includes 39 Hacker News comments, 11 r/aws posts, and 7 GitHub issues, which favor problem reports. A GitHub bug report counts as mixed unless its author drops Q Developer or recommends against it. Fourteen sources describe a team or company. Two of them come from engineering directors and one from a CTO, and no finding qualifies for leaders and teams. Nine sources follow the April 30, 2026 announcement: two comments by an Amazon engineer, listed and not counted because Amazon makes Q Developer, and seven GitHub issues. GILD excluded posts for AWS's 2025 game-building T-shirt campaign and posts by AWS employees writing as the vendor. AWS customer stories appear separately as Operator Insights. The counts describe the reviewed sources and cannot estimate the views of all Q users.
  • Sources record the surface, plan, and model inconsistently. Each source shows what it states. Amazon Q Developer changed substantially in the window. Agentic chat reached every IDE in June 2025, and the Q CLI became Kiro CLI on November 17, 2025. New sign-ups closed on May 15, 2026; the IDE plugins and paid subscriptions reach end of support on April 30, 2027. Sources about the Q CLI, request limits, or a specific model are marked Needs a recheck.

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 sentiment1 positive, 2 mixed, 3 negative17 positive, 10 mixed, 10 negative18 positive, 12 mixed, 13 negativeSources
PraiseAgentic Coding0 of 0 positive (under the minimum)15 of 16 positive15 of 16 positiveSources
PraiseAWS Knowledge2 of 2 positive (under the minimum)5 of 8 positive7 of 10 positiveSources
PraiseTerminal Workflow0 of 0 positive (under the minimum)11 of 12 positive11 of 12 positiveSources
PraiseCodebase Context0 of 2 positive (under the minimum)1 of 2 positive (under the minimum)1 of 4 positive (under the minimum)Sources
PraiseInline Suggestions0 of 1 positive (under the minimum)0 of 1 positive (under the minimum)0 of 2 positive (under the minimum)Sources
ConcernNeeds Close Steering0 of 0 raise it (under the minimum)1 of 4 raise it (under the minimum)1 of 4 raise it (under the minimum)Sources
ConcernAnswer Quality0 of 0 raise it (under the minimum)10 of 10 raise it10 of 10 raise itSources
ConcernRequires Strong Review1 of 1 raise it (under the minimum)3 of 4 raise it (under the minimum)4 of 5 raise itSources
ConcernLimits & Cost0 of 0 raise it (under the minimum)0 of 6 raise it0 of 6 raise itSources
ConcernSign-in & Setup2 of 2 raise it (under the minimum)2 of 2 raise it (under the minimum)4 of 4 raise it (under the minimum)Sources
ConcernStability1 of 1 raise it (under the minimum)8 of 8 raise it9 of 9 raise itSources
ConcernProduct Direction2 of 2 raise it (under the minimum)5 of 5 raise it7 of 7 raise itSources
ConsensusEvaluated as an engineering agent0 supporting (under the minimum)8 supporting (below threshold)8 supporting (below threshold)Sources
DisagreementAmong engineers who used Q Developer and another assistant, which works better as the main tool?Q Developer works better 0, Another assistant works better 4 (under the minimum)Q Developer works better 6, Another assistant works better 3Q Developer works better 6, Another assistant works better 7Sources
DisagreementHow much should Q Developer complete before a human checkpoint?Broader delegation 0, Tighter steering 0 (under the minimum)Broader delegation 5, Tighter steering 2Broader delegation 5, Tighter steering 2Sources
Current readEvidence mix28 sources70 sources84 sourcesSources

Fact checks

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