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Aider Signals

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

Read the findings

What the evidence says

Whose sources count

Practitioner sentiment, all practitioners

+28 Positive from 59 sources that take a side

How this figure is made

Positive overall signal, net 28 points

From 57 authors in 51 discussions. Use a task pilot to measure accepted work and review time.

Analyzed
106 total sources
Top praise
Any Model, Any Provider (15 of 15 sources) See praise evidence
Top concern
Slower Release Pace (10 of 11 sources) See concern evidence

Jan 2025 to Oct 2026.

85 sources from practitioners, by month and sentiment.

Across public accounts the read is positive: model choice and explicit context control are the most praised capabilities. Practitioners split almost evenly on whether Aider's developer-driven control beats agentic tools that explore and run commands on their own, and the slower release pace is the newest concern.

Positive, mixed and negative sources

The score counts them as 28 positive, 17 mixed and 12 negative votes, one per author. See How the numbers work.

See the evidence

Below: 6 praise themes, 5 concerns, 2 close to agreement and 3 disagreements.

Findings

Counted for All practitioners, from 85 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. Any Model, Any ProviderAll 15 sources on it praise itBringing your own key and switching among hosted and local models, including an architect model paired with an editor model.

    Counted for All practitioners.

    1. Positive

      Anurag Singh, Technology journalist at XDA Developers

      I stopped forcing every coding job through Claude and started using this insteadIndependent review, XDA Developers

      Moved routine work from Claude Code to Aider to pick a model per task, cheap DeepSeek or stronger Claude, Gemini or GPT; Claude Code stays ahead on autonomy.

      Published May 22, 2026self-described: Personal coding work

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

    2. Positive

      Magneticdud, Aider user commenting on a GitHub issue

      Comment on: No release notes for v0.86.2GitHub issue comment

      Says this latest release works great with gpt-5.3-codex and thanks everyone who improved it, preferring Aider to the full-blown VS forks.

      Published Mar 3, 2026self-described: Aider 0.86.2 with gpt-5.3-codex

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

    3. Positive

      roebi, Aider user commenting on a GitHub issue

      Comment on: Thoughts and questions about the future direction of aiderGitHub issue comment

      A user since before Claude Code still values Aider's terminal-first, git-native, model-agnostic design, and built a package to add agent skills since Aider has no plugins.

      Published Feb 24, 2026self-described: Open source developer in test automation

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

    4. Positive

      faangguyindia, Hacker News commenter

      Comment on: Claude Sonnet 4 now supports 1M tokens of contextHacker News comment

      Switches to DeepSeek R1 as architect and Qwen3 Coder as editor in Aider when Gemini 2.5 Pro gets stuck; reasoning models plan well but write weaker code.

      Published Aug 12, 2025self-described: DeepSeek R1 architect with a Qwen3 Coder editor

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

    5. Positive

      msgodel, Hacker News commenter

      Comment on: Andrej Karpathy's talk on the future of the industryHacker News comment

      Runs Aider on a local Qwen3 8B through llama.cpp and finds it better than a RAG tool of the commenter's own; a 0.5B model is not enough for Aider.

      Published Jun 18, 2025self-described: Local Qwen3 8B through llama.cpp

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

    6. Positive

      bird0861, Hacker News commenter

      Comment on: Ask HN: Anyone struggling to get value out of coding LLMs?Hacker News comment

      Calls Aider a daily essential and hops between hosted models such as Sonnet 3.5 and local code models on a personal GPU.

      Published Jun 10, 2025self-described: Hosted models and local models on a personal RTX 4090

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

    7. Positive

      piokoch, Hacker News commenter, self-described

      Comment on: Firebase StudioHacker News comment

      Pairs Aider with whichever model works best that month and names the files in context, which costs less and avoids confusing the model.

      Published Apr 10, 2025

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

    8. Mixed

      regularfry, Hacker News commenter

      Comment on: Llama.cpp AI Performance with the GeForce RTX 5090 ReviewHacker News comment

      Runs Aider on local Ollama models in architect mode, a reasoning architect plus a coder; local reasoning models do not always stick to the edit format.

      Published Mar 10, 2025self-described: Local Ollama models in architect mode

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

    9. Positive

      inciampati, Hacker News commenter

      Comment on: I've been using Claude Code for a couple of daysHacker News comment

      Calls Aider Claude Code's open-source inspiration; it is model agnostic, switching providers is trivial, and inciampati now rarely opens an editor.

      Published Mar 10, 2025self-described: Switches between model providers

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

    10. Positive

      troyvit, Hacker News commenter

      Comment on: Mistral releases Devstral2 and Mistral Vibe CLIHacker News comment

      Says Aider works as a chat interface or from the editor by watching your files, and lets you tier models so a big model does the thinking while code reviews run on a smaller one. Last they looked, the maintainer had to focus elsewhere, and aider-ce is a fantastic fork.

      Published Dec 9, 2025self-described: Watch mode from the editor

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

    11. Positive

      zmmmmm, Hacker News commenter, self-described

      Comment on: Mistral releases Devstral2 and Mistral Vibe CLIHacker News comment

      Prefers open-source tools that work with any model; Aider is not agentic enough for many people, which zmmmmm counts as a benefit.

      Published Dec 9, 2025

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

    12. Positive

      lreeves, Hacker News commenter

      Comment on: Ask HN: Who uses open LLMs and coding assistants locally? Share setup and laptopHacker News comment

      The best local setup lreeves has found is Aider with gpt-oss-120b, yet hosted GPT-5 and Claude beat anything run locally on quality, speed, and price.

      Published Oct 31, 2025self-described: Local gpt-oss-120b, compared with hosted GPT-5 and Claude

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

    13. Positive

      flyinglizard, Hacker News commenter, self-described

      Comment on: Claude Code 2.0Hacker News comment

      Stays with Aider for its fit and model switching, but wishes a larger team maintained it, and is not comfortable letting agents loose on production code.

      Published Sep 29, 2025

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

    14. Mixed

      Calvin Hendryx-Parker, CTO at Six Feet Up

      AI Assistants and uv: Which Dev Tools Deliver?Company news post, Six Feet Up

      Six Feet Up's CTO gave five assistants the same Django refactor. Aider offered fine-grained git control and a choice of models but needed more coaching to finish, while Claude Code made the most complete refactor.

      "Aider offered fine-grained Git control and multi-model customization, but needed more coaching to complete tasks."
      Excerpt, Calvin Hendryx-Parker

      Published May 28, 2025Six Feet Up, a Python and AI consultancy; live IndyPy comparison of five assistants converting a Django project's GraphQL API to REST

      Practitioner account, self-described; second-hand; not counted until substantiated

    15. Positive

      Andrew Keenan Richardson, Independent developer

      Claude Code vs AiderPersonal blog post, Mechanistic Mind (Substack)

      Rates Aider faster, more transparent and model-flexible than Claude Code, but by April 2025 used Claude Code for complex requests in larger codebases and Aider for smaller tasks.

      Published Mar 20, 2025self-described: Command-line AI coding on a personal code base

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

    Open them in the record
  2. Explicit Context ControlAll 9 sources on it praise itChoosing exactly which files the model sees with /add and /read-only, backed by a map of the whole repository.

    Counted for All practitioners.

    1. Positive

      devdp430, Hacker News commenter

      Comment on: Ask HN: How can I get better at using AI for programming?Hacker News comment

      Chose Aider for a Go codebase of thousands of files, where agentic tools got overwhelmed. Adding files is manual, but the edits are accurate and never silent.

      Published Dec 14, 2025self-described: Go codebase of thousands of files

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

    2. Positive

      gwd, Hacker News commenter

      Comment on: Opencode: AI coding agent, built for the terminalHacker News comment

      Compared with opencode, Aider asks permission for nearly everything and gives precise control over which files the model sees.

      Published Jul 7, 2025self-described: Compared with opencode

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

    3. Positive

      piokoch, Hacker News commenter, self-described

      Comment on: Firebase StudioHacker News comment

      Pairs Aider with whichever model works best that month and names the files in context, which costs less and avoids confusing the model.

      Published Apr 10, 2025

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

    4. Positive

      jamil7, Hacker News commenter

      Comment on: I've been using Claude Code for a couple of daysHacker News comment

      On a Swift codebase with internal dependencies in other repos, Aider reads those files as read-only; Claude Code burned time and tokens searching for files.

      Published Mar 11, 2025self-described: Swift codebase with dependencies in other repositories

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

    5. Positive

      BeetleB, Hacker News commenter, self-described

      Comment on: I've been using Claude Code for a couple of daysHacker News comment

      Recommends Aider as cheaper than Claude Code: pick models from its leaderboard, work incrementally on branches, cap context near 25k tokens and add only needed files.

      Published Mar 9, 2025

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

    6. Positive

      ryanobjc, Hacker News commenter

      Comment on: How I program with LLMsHacker News comment

      Gets more value from LLMs through Emacs and Aider, which leaves the user in control of the context and turns each chat change into a git commit that is easy to undo.

      Published Jan 7, 2025self-described: Emacs

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

    7. Mixed

      BeetleB, Hacker News commenter

      Comment on: Agentic Coding RecommendationsHacker News comment

      Keeps Aider under 25k tokens of context at about 3 US cents a prompt on Gemini, but says it now lags Claude Code significantly; editor independence keeps BeetleB on it.

      Published Jun 12, 2025self-described: Gemini for personal work; Copilot at work

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

    8. Positive

      m3adow, Hacker News commenter

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

      Uses Aider for small to mid-scope changes: adds the files, discusses in architect or ask mode, and switches to code mode only when satisfied.

      Published May 12, 2025self-described: Small to mid-scope changes

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

    9. Positive

      Andrew Keenan Richardson, Independent developer

      Claude Code vs AiderPersonal blog post, Mechanistic Mind (Substack)

      Rates Aider faster, more transparent and model-flexible than Claude Code, but by April 2025 used Claude Code for complex requests in larger codebases and Aider for smaller tasks.

      Published Mar 20, 2025self-described: Command-line AI coding on a personal code base

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

    Open them in the record
  3. Terminal Workflow9 of 11 sources on it praise itDay-to-day ergonomics: fast streamed replies, editor independence, and acting on AI comments written in any editor.

    Counted for All practitioners.

    Positive, 9

    1. Positive

      troyvit, Hacker News commenter

      Comment on: Mistral releases Devstral2 and Mistral Vibe CLIHacker News comment

      Says Aider works as a chat interface or from the editor by watching your files, and lets you tier models so a big model does the thinking while code reviews run on a smaller one. Last they looked, the maintainer had to focus elsewhere, and aider-ce is a fantastic fork.

      Published Dec 9, 2025self-described: Watch mode from the editor

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

    2. Positive

      gwd, Hacker News commenter

      Comment on: Claude 3.7 Sonnet and Claude CodeHacker News comment

      Daily Aider user on Claude 3.5 who values seeing each query's cost and the session total; Claude Code struggled with basic patches to the same Go code.

      Published Feb 24, 2025self-described: Daily use on a Go codebase

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

    3. Positive

      hboon, Hacker News commenter

      Comment on: Aider in Your IDEHacker News comment

      Satisfied Aider user in Neovim who likes its simplicity and the new mode that acts on instructions written as code comments.

      Published Jan 10, 2025self-described: Neovim

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

    4. Positive

      Magneticdud, Aider user commenting on a GitHub issue

      Comment on: No release notes for v0.86.2GitHub issue comment

      Says this latest release works great with gpt-5.3-codex and thanks everyone who improved it, preferring Aider to the full-blown VS forks.

      Published Mar 3, 2026self-described: Aider 0.86.2 with gpt-5.3-codex

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

    5. Positive

      aitchnyu, Hacker News commenter

      Comment on: The new Aider-CE fork of Aider is now officialHacker News comment

      Prefers Aider because it lets them examine each line, where an agent would produce large diffs, and edits by leaving AI comments in the IDE.

      Published Nov 17, 2025self-described: Edits by leaving AI comments in the IDE

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

    6. Positive

      Andrew Keenan Richardson, Independent developer

      Claude Code vs AiderPersonal blog post, Mechanistic Mind (Substack)

      Rates Aider faster, more transparent and model-flexible than Claude Code, but by April 2025 used Claude Code for complex requests in larger codebases and Aider for smaller tasks.

      Published Mar 20, 2025self-described: Command-line AI coding on a personal code base

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

    7. Positive

      inciampati, Hacker News commenter

      Comment on: I've been using Claude Code for a couple of daysHacker News comment

      Calls Aider Claude Code's open-source inspiration; it is model agnostic, switching providers is trivial, and inciampati now rarely opens an editor.

      Published Mar 10, 2025self-described: Switches between model providers

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

    8. Positive

      Harper Reed, CEO of 2389 Research

      My LLM codegen workflow atmPersonal blog post, harper.blog

      Hones an idea into a spec with ChatGPT 4o or o3 and turns it into a prompt plan, then pastes each prompt into Aider, which runs the test suite and debugs. If a step doesn't work, works through it with Aider in Q&A before moving on.

      Published Feb 16, 2025self-described: Greenfield and legacy side projects

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

    9. Positive

      tomw1808, Hacker News commenter

      Comment on: Zed now predicts your next edit with Zeta, our new open modelHacker News comment

      Runs Aider in a Docker container in the IDE terminal; it changes code only when asked, so the editor stays free of suggestions.

      Published Feb 14, 2025self-described: Aider in a Docker container in the IDE terminal

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

    Mixed or negative, 2

    1. Mixed

      rohitttttt, Developer packaging Aider for colleagues

      Hello Team, how can we deploy AIDER (currently CLI) like a plugin in VSCode, Visual Studio Professional and IntelliJ.GitHub issue

      Wants to wrap Aider as an IDE plugin because the CLI install is too complicated for less experienced colleagues to follow.

      Published Jun 12, 2025self-described: Company team on VS Code, Visual Studio and IntelliJ

      not counted until substantiated

    2. Mixed

      gawa, Hacker News commenter, self-described

      Comment on: AI Is Like a Crappy ConsultantHacker News comment

      With Gemini 2.5 Pro, Aider keeps editing other parts of the file with unrequested improvements, and its per-file, per-commit review makes partial acceptance hard.

      Published May 13, 2025

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

    Open them in the record
  4. Git-Native ChangesAll 6 sources on it praise itA commit for every edit, with /undo and /diff, so each change can be reviewed or rolled back in git.

    Counted for All practitioners.

    1. Positive

      fragmede, Hacker News commenter

      Comment on: Cursor 1.0Hacker News comment

      Values that Aider commits to git so each prompt can be undone, which Claude Code and Cursor don't do. Says the author could run parallel work by hand with a new git worktree and another copy of Aider, but finds ChatGPT Codex's way of doing it so smooth.

      Published Jun 5, 2025self-described: Parallel Aider copies in git worktrees

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

    2. Mixed

      Calvin Hendryx-Parker, CTO at Six Feet Up

      AI Assistants and uv: Which Dev Tools Deliver?Company news post, Six Feet Up

      Six Feet Up's CTO gave five assistants the same Django refactor. Aider offered fine-grained git control and a choice of models but needed more coaching to finish, while Claude Code made the most complete refactor.

      "Aider offered fine-grained Git control and multi-model customization, but needed more coaching to complete tasks."
      Excerpt, Calvin Hendryx-Parker

      Published May 28, 2025Six Feet Up, a Python and AI consultancy; live IndyPy comparison of five assistants converting a Django project's GraphQL API to REST

      Practitioner account, self-described; second-hand; not counted until substantiated

    3. Positive

      joshstrange, Hacker News commenter, self-described

      Comment on: When AI promises speed but delivers debugging hellHacker News comment

      Relies on Aider's default auto-commits to jump back when the model loses the thread, and does renames and large moves by hand because Aider handles them poorly.

      Published Jan 26, 2025

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    4. Positive

      ryanobjc, Hacker News commenter

      Comment on: How I program with LLMsHacker News comment

      Gets more value from LLMs through Emacs and Aider, which leaves the user in control of the context and turns each chat change into a git commit that is easy to undo.

      Published Jan 7, 2025self-described: Emacs

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

    5. Positive

      roebi, Aider user commenting on a GitHub issue

      Comment on: Thoughts and questions about the future direction of aiderGitHub issue comment

      A user since before Claude Code still values Aider's terminal-first, git-native, model-agnostic design, and built a package to add agent skills since Aider has no plugins.

      Published Feb 24, 2026self-described: Open source developer in test automation

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

    6. Positive

      BeetleB, Hacker News commenter, self-described

      Comment on: I've been using Claude Code for a couple of daysHacker News comment

      Recommends Aider as cheaper than Claude Code: pick models from its leaderboard, work incrementally on branches, cap context near 25k tokens and add only needed files.

      Published Mar 9, 2025

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

    Open them in the record
  5. Lower Token UseAll 6 sources on it praise itSpending fewer tokens per task than agentic tools, because the developer sets the context.

    Counted for All practitioners.

    1. Mixed

      BeetleB, Hacker News commenter

      Comment on: Agentic Coding RecommendationsHacker News comment

      Keeps Aider under 25k tokens of context at about 3 US cents a prompt on Gemini, but says it now lags Claude Code significantly; editor independence keeps BeetleB on it.

      Published Jun 12, 2025self-described: Gemini for personal work; Copilot at work

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

    2. Positive

      Karrot_Kream, Hacker News commenter

      Comment on: Agentic Coding RecommendationsHacker News comment

      Mostly uses Aider and just tried Codex. Aider needs more guiding but costs an order of magnitude less, and Karrot_Kream iterates on a plan in Aider before it writes code, then reviews the result.

      Published Jun 12, 2025self-described: Mostly Aider, compared with Codex

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

    3. Positive

      jamil7, Hacker News commenter

      Comment on: I've been using Claude Code for a couple of daysHacker News comment

      On a Swift codebase with internal dependencies in other repos, Aider reads those files as read-only; Claude Code burned time and tokens searching for files.

      Published Mar 11, 2025self-described: Swift codebase with dependencies in other repositories

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

    4. Positive

      BeetleB, Hacker News commenter, self-described

      Comment on: I've been using Claude Code for a couple of daysHacker News comment

      Recommends Aider as cheaper than Claude Code: pick models from its leaderboard, work incrementally on branches, cap context near 25k tokens and add only needed files.

      Published Mar 9, 2025

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

    5. Mixed

      Harper Reed, CEO of 2389 Research

      Basic Claude CodePersonal blog post, harper.blog

      Reed migrated from Aider to Claude Code and has not looked back. Still likes Aider, which has a distinct use, but finds Claude Code a bit more useful for now and a hell of a lot more expensive.

      "I have since migrated from Aider to Claude Code and not looked back. I still like Aider, and it has a distinct use, but Claude Code is a bit more useful atm."
      Excerpt, Harper Reed
      "Claude Code is powerful, and a hell of a lot more expensive."
      Same speaker

      Published May 8, 2025self-described: Spec-driven side projects; previously an Aider workflow

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

    6. Positive

      piokoch, Hacker News commenter, self-described

      Comment on: Firebase StudioHacker News comment

      Pairs Aider with whichever model works best that month and names the files in context, which costs less and avoids confusing the model.

      Published Apr 10, 2025

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

    Open them in the record
  6. Planning & ControlAll 6 sources on it praise itHow well Aider lets the engineer plan a change in architect or ask mode and keep control of what it edits.

    Counted for All practitioners.

    1. Positive

      devdp430, Hacker News commenter

      Comment on: Ask HN: How can I get better at using AI for programming?Hacker News comment

      Chose Aider for a Go codebase of thousands of files, where agentic tools got overwhelmed. Adding files is manual, but the edits are accurate and never silent.

      Published Dec 14, 2025self-described: Go codebase of thousands of files

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

    2. Positive

      aitchnyu, Hacker News commenter

      Comment on: The new Aider-CE fork of Aider is now officialHacker News comment

      Prefers Aider because it lets them examine each line, where an agent would produce large diffs, and edits by leaving AI comments in the IDE.

      Published Nov 17, 2025self-described: Edits by leaving AI comments in the IDE

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

    3. Positive

      faangguyindia, Hacker News commenter

      Comment on: Claude Sonnet 4 now supports 1M tokens of contextHacker News comment

      Switches to DeepSeek R1 as architect and Qwen3 Coder as editor in Aider when Gemini 2.5 Pro gets stuck; reasoning models plan well but write weaker code.

      Published Aug 12, 2025self-described: DeepSeek R1 architect with a Qwen3 Coder editor

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

    4. Positive

      Karrot_Kream, Hacker News commenter

      Comment on: Agentic Coding RecommendationsHacker News comment

      Mostly uses Aider and just tried Codex. Aider needs more guiding but costs an order of magnitude less, and Karrot_Kream iterates on a plan in Aider before it writes code, then reviews the result.

      Published Jun 12, 2025self-described: Mostly Aider, compared with Codex

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

    5. Positive

      Harper Reed, CEO of 2389 Research

      My LLM codegen workflow atmPersonal blog post, harper.blog

      Hones an idea into a spec with ChatGPT 4o or o3 and turns it into a prompt plan, then pastes each prompt into Aider, which runs the test suite and debugs. If a step doesn't work, works through it with Aider in Q&A before moving on.

      Published Feb 16, 2025self-described: Greenfield and legacy side projects

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

    6. Positive

      joshstrange, Hacker News commenter, self-described

      Comment on: When AI promises speed but delivers debugging hellHacker News comment

      Relies on Aider's default auto-commits to jump back when the model loses the thread, and does renames and large moves by hand because Aider handles them poorly.

      Published Jan 26, 2025

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    Open them in the record

What concerns them

Every concern practitioners raise, most raised first.

  1. Slower Release Pace10 of 11 sources on it raise it as a concernFewer releases and dependence on a single maintainer, which leave practitioners unsure of the project's future while agentic tools move quickly.

    Counted for All practitioners.

    Raised as a concern, 10

    1. Positive

      Altchemist, Junior to intermediate software engineer

      Comment on: Thoughts and questions about the future direction of aiderGitHub issue comment

      A junior to intermediate engineer who stayed away from AI because it affected their learning path calls Aider "such a paradigm shift in AI usage" and still relevant in 2026. Says its positive feedback to the human outweighs its performance against competitors, and the project needs to be forked or maintained.

      Published Oct 8, 2026self-described: Recently adopted after avoiding AI tools

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

    2. Mixed

      fingon, Aider user commenting on a GitHub issue

      Comment on: Thoughts and questions about the future direction of aiderGitHub issue comment

      Calls Aider essentially a one-person project that has slowed down; after using it a lot, fingon now uses Claude Code for work.

      Published Jan 12, 2026self-described: Work

      not counted, repeats a stronger account

    3. Positive

      yiouyou, Aider user filing a GitHub issue

      Thoughts and questions about the future direction of aiderGitHub issue

      Still relies on Aider after nearly a year of daily use and trials of Claude Code, Codex and Antigravity, and asks about its future as releases slow.

      Published Jan 7, 2026self-described: Daily development workflow

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

    4. Positive

      troyvit, Hacker News commenter

      Comment on: Mistral releases Devstral2 and Mistral Vibe CLIHacker News comment

      Says Aider works as a chat interface or from the editor by watching your files, and lets you tier models so a big model does the thinking while code reviews run on a smaller one. Last they looked, the maintainer had to focus elsewhere, and aider-ce is a fantastic fork.

      Published Dec 9, 2025self-described: Watch mode from the editor

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

    5. Mixed

      therealmarv, Hacker News commenter, self-described

      Comment on: Gemini CLI tips and tricks for agentic codingHacker News comment

      Says Aider is in a sad state because the maintainer has not been maintaining it, and that the community fork cannot match development in other CLI tools.

      Published Nov 27, 2025

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

    6. Mixed

      adrianwebb, Aider user filing a GitHub issue, self-described

      What is the intended future of Aider?GitHub issue

      Asks whether Aider has a future, since users need to decide whether to keep using it and contributing while the maintainer works on other projects.

      Published Nov 15, 2025

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

    7. Mixed

      ErichBSchulz, Aider user

      Where is Paul?GitHub issue on Aider-AI/aider

      An Aider user wrote that the project's most urgent issue was clarifying the maintainer's status, since he had gone silent on X and Discord. The user named the aider-ce fork as the most active one.

      "The most urgent issue currently for this project is clarifying Paul's status. He has gone dark on twitter (I've pinged him) and in the discord."
      Excerpt, ErichBSchulz
      "In the meantime, the most active fork of this project seems to be https://github.com/dwash96/aider-ce/ where Dustin is doing some great work."
      Same speaker

      Published Oct 30, 2025self-described: Daily Aider user following the project's community

      Practitioner account, pseudonymous; opinion; not counted until substantiated

    8. Mixed

      Kreijstal, Aider user commenting on a GitHub issue, self-described

      Comment on: No new releases since early AugGitHub issue comment

      Has moved to a community fork because Aider became a slow repository with about one update every six months.

      Published Oct 14, 2025

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

    9. Mixed

      whoabuddy, Aider user filing a GitHub issue

      No new releases since early AugGitHub issue

      Used to frequently run pip install -U aider-chat before doing any work, as releases came out on a fairly consistent basis. On 0.86.1, asks why there has been no release since Aug 9.

      Published Oct 13, 2025self-described: Upgraded Aider before every session

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

    10. Positive

      flyinglizard, Hacker News commenter, self-described

      Comment on: Claude Code 2.0Hacker News comment

      Stays with Aider for its fit and model switching, but wishes a larger team maintained it, and is not comfortable letting agents loose on production code.

      Published Sep 29, 2025

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

    Discussed without concern, 1

    1. Positive

      aserafini, Hacker News commenter, self-described

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

      Tried Claude Code and returned to Aider, and now values its conservative pace and lack of plugins as a way to master the core edit loop.

      Published Jan 9, 2026

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

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

    Checked Oct 12, 2026.The latest GitHub release is v0.86.0 of August 9, 2025. PyPI has 0.86.2 of February 12, 2026, and the last commit to the main branch is dated May 22, 2026. Aider releases on GitHub

    Open them in the record
  2. Results Depend on the Model7 of 9 sources on it raise it as a concernEdit-format failures and weak results on cheaper, older, or local models.

    Counted for All practitioners.

    Raised as a concern, 7

    1. Mixed

      Musa Nayyer, Independent developer

      I Tried Building a Complex Security Tool with a 1.5B Local Model: Here's What BrokePersonal blog post, DEV Community

      A local 1.5B model in Aider answered only "Ok." with the full repo map in context; scoping work to one module at a time made it productive.

      Published May 27, 2026self-described: Personal forensic data pipeline project on Lubuntu

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

    2. Negative

      ebercruzdev, Hacker News commenter

      Comment on: Beating Aider's 20% pass rate on local Qwen 32B using deterministic RAGHacker News comment

      Ran Aider directly against a local qwen2.5-coder 32B on Ollama and measured context drift and a 20% pass rate on multi-step tasks.

      Published Mar 16, 2026self-described: Local qwen2.5-coder 32B on Ollama

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

    3. Negative

      singron, Hacker News commenter

      Comment on: My experience with Claude Code after two weeks of adventuresHacker News comment

      Aider on GPT-4o and o3-mini was weak at GDScript and terrible at editing Godot scene and resource files.

      Published Jul 18, 2025self-described: Godot project in GDScript

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

    4. Negative

      javcasas, Hacker News commenter

      Comment on: Thesis: Interesting work is less amenable to the use of AIHacker News comment

      With Ollama and Aider on a 200-line Python simulator, the model extracted the wrong classes, deleted code and misread logic.

      Published Jul 7, 2025self-described: 200-line Python simulator on a local Ollama model

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

    5. Mixed

      regularfry, Hacker News commenter

      Comment on: Llama.cpp AI Performance with the GeForce RTX 5090 ReviewHacker News comment

      Runs Aider on local Ollama models in architect mode, a reasoning architect plus a coder; local reasoning models do not always stick to the edit format.

      Published Mar 10, 2025self-described: Local Ollama models in architect mode

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

    6. Mixed

      retrodaredevil, Hacker News commenter

      Comment on: Aider in Your IDEHacker News comment

      Ran Aider in IntelliJ's terminal, where a local Llama 3.1 8B made incorrect changes and GPT-4o edited well. The commenter does not plan to pay OpenAI long term.

      Published Jan 12, 2025self-described: IntelliJ terminal, local Llama 3.1 8B and GPT-4o

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

    7. Mixed

      NitpickLawyer, Hacker News commenter, self-described

      Comment on: Kiro: A new agentic IDEHacker News comment

      Loves Aider but sees larger gains in newer agentic tools; Claude 4 is better at agentic flows than at producing the diffs Aider expects.

      Published Jul 14, 2025

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

    Discussed without concern, 2

    1. Positive

      msgodel, Hacker News commenter

      Comment on: Andrej Karpathy's talk on the future of the industryHacker News comment

      Runs Aider on a local Qwen3 8B through llama.cpp and finds it better than a RAG tool of the commenter's own; a 0.5B model is not enough for Aider.

      Published Jun 18, 2025self-described: Local Qwen3 8B through llama.cpp

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

    2. Positive

      Ey7NFZ3P0nzAe, Hacker News commenter, self-described

      Comment on: Ask HN: How much better are AI IDEs vs. copy pasting into chat apps?Hacker News comment

      A year of Aider use: learn the chat and edit modes per model, build one feature at a time with limited context, and write preferences into convention files.

      Published May 8, 2025

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

    Open them in the record
  3. Manual Context and Less Autonomy7 of 12 sources on it raise it as a concernAdding files by hand, and an assistant that does not search the repository or iterate on its own like agentic tools.

    Counted for All practitioners.

    Raised as a concern, 7

    1. Negative

      paretolaw, Hacker News commenter, self-described

      Comment on: Anomalyco/OpenCode, Aider-AI/aider, and Cline ReviewHacker News comment

      Saw little point in Aider after trying it, because it will not search the repository itself, refuses files not added to the chat, and runs on paretolaw's own API spend.

      Published Aug 27, 2026

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

    2. Negative

      KronisLV, Hacker News commenter

      Comment on: Ask HN: How is AI-assisted coding going for you professionally?Hacker News comment

      Found Aider unpleasant, with too much busywork; an Anthropic Max subscription with Claude Code has since replaced KronisLV's other tools.

      Published Mar 16, 2026self-described: Anthropic Max subscription with Claude Code

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

    3. Mixed

      noo_u, Hacker News commenter

      Comment on: Vibe Coding Killed CursorHacker News comment

      Uses Aider to edit config files and small utility scripts, and wishes it analyzed project structure as well as Claude Code.

      Published Jan 2, 2026self-described: Config files and small utility scripts

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

    4. Negative

      tharkun__, Hacker News commenter

      Comment on: Development speed is not a bottleneckHacker News comment

      In a 15-year-old monorepo of about 100 services, Aider's repo map exceeded the token limit; Claude Code handles cross-codebase tasks without file picking.

      Published Sep 9, 2025self-described: 15-year-old monorepo of about 100 services

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

    5. Mixed

      BeetleB, Hacker News commenter

      Comment on: Agentic Coding RecommendationsHacker News comment

      Keeps Aider under 25k tokens of context at about 3 US cents a prompt on Gemini, but says it now lags Claude Code significantly; editor independence keeps BeetleB on it.

      Published Jun 12, 2025self-described: Gemini for personal work; Copilot at work

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

    6. Mixed

      Calvin Hendryx-Parker, CTO at Six Feet Up

      AI Assistants and uv: Which Dev Tools Deliver?Company news post, Six Feet Up

      Six Feet Up's CTO gave five assistants the same Django refactor. Aider offered fine-grained git control and a choice of models but needed more coaching to finish, while Claude Code made the most complete refactor.

      "Aider offered fine-grained Git control and multi-model customization, but needed more coaching to complete tasks."
      Excerpt, Calvin Hendryx-Parker

      Published May 28, 2025Six Feet Up, a Python and AI consultancy; live IndyPy comparison of five assistants converting a Django project's GraphQL API to REST

      Practitioner account, self-described; second-hand; not counted until substantiated

    7. Positive

      Andrew Keenan Richardson, Independent developer

      Claude Code vs AiderPersonal blog post, Mechanistic Mind (Substack)

      Rates Aider faster, more transparent and model-flexible than Claude Code, but by April 2025 used Claude Code for complex requests in larger codebases and Aider for smaller tasks.

      Published Mar 20, 2025self-described: Command-line AI coding on a personal code base

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

    Discussed without concern, 5

    1. Positive

      Anurag Singh, Technology journalist at XDA Developers

      I stopped forcing every coding job through Claude and started using this insteadIndependent review, XDA Developers

      Moved routine work from Claude Code to Aider to pick a model per task, cheap DeepSeek or stronger Claude, Gemini or GPT; Claude Code stays ahead on autonomy.

      Published May 22, 2026self-described: Personal coding work

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

    2. Mixed

      thunfischtoast, Hacker News commenter

      Comment on: I was banned from Claude for scaffolding a Claude.md file?Hacker News comment

      Moved from Aider on OpenRouter to a Claude Code subscription and hit its quota quickly; Claude Code is freer, but pure coding tasks work better in Aider.

      Published Jan 23, 2026self-described: Anthropic models through OpenRouter, compared with a Claude Code subscription

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

    3. Positive

      devdp430, Hacker News commenter

      Comment on: Ask HN: How can I get better at using AI for programming?Hacker News comment

      Chose Aider for a Go codebase of thousands of files, where agentic tools got overwhelmed. Adding files is manual, but the edits are accurate and never silent.

      Published Dec 14, 2025self-described: Go codebase of thousands of files

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

    4. Positive

      Karrot_Kream, Hacker News commenter

      Comment on: Agentic Coding RecommendationsHacker News comment

      Mostly uses Aider and just tried Codex. Aider needs more guiding but costs an order of magnitude less, and Karrot_Kream iterates on a plan in Aider before it writes code, then reviews the result.

      Published Jun 12, 2025self-described: Mostly Aider, compared with Codex

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

    5. Positive

      LuisGoCity, Engineer on a company ML team

      Feature: Get Aider to implement features from jira ticketsGitHub issue

      Says the ML team the author works on has started using Aider daily. To make Aider more autonomous as part of wider AI adoption the company wants, the author forked it and added 5 commands that let it solve a Jira ticket from an issue id.

      Published Apr 23, 2025self-described: Company ML team using Aider daily

      Practitioner account, pseudonymous; ran the rollout; not counted, takes no position

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

    Checked Oct 12, 2026.Aider sends a map of the whole repository with each request and recommends adding only the files that need to change. It can ask to add files it needs. Practitioners who want an agent that opens files and runs commands on its own report this as a limit. Tips

    Open them in the record
  4. ReliabilityAll 6 sources on it raise it as a concernEdits that do not apply, hangs, misreported exit codes, and context limits on large repositories.

    Counted for All practitioners.

    1. Mixed

      chernistry, Maintainer of an orchestrator that runs CLI coding agents

      Comment on: Aider exits with code 0 on fatal API Connection errors, breaking headless automation pipelinesGitHub issue comment

      Their orchestrator runs Aider with --yes-always and auto-commits; every headless outcome exits 0, so they classify runs from log text instead.

      Published Aug 12, 2026self-described: Orchestrator running coding agents in parallel git worktrees, with Aider as an adapter

      Practitioner account, pseudonymous; ran the rollout; counts toward Reliability

    2. Mixed

      noelsaw1, Engineer running Aider in headless automation

      Aider exits with code 0 on fatal API Connection errors, breaking headless automation pipelinesGitHub issue

      In headless runs Aider exits 0 after fatal API connection errors, so their automation records failures as successful no-op runs.

      Published Aug 11, 2026self-described: Headless automation loop

      Practitioner account, pseudonymous; structured test; counts toward Reliability

    3. Mixed

      gberkolaiko, Aider user filing a GitHub issue

      Aider makes changes in ask modeGitHub issue

      A misphrased request in ask mode, which the docs say never changes files, still edited the LaTeX file being discussed.

      Published Jul 1, 2026self-described: Editing a LaTeX file

      Practitioner account, pseudonymous; structured test; counts toward Operational control

    4. Mixed

      ErichBSchulz, Aider user

      Bug report - aider disgards changes if the LM makes changes *and* adds files (which user agrees to) in same response.GitHub issue on Aider-AI/aider

      Seen repeatedly: when the model edits files and asks to add more files in the same response, Aider drops the edits while the model carries on as if they were applied.

      "It took me a while to see this but now I've seen it repeatedly. When the LM makes changes and asks for file, the LM is (not unreasonably) assuming it's changes have been made, but they are not."
      Excerpt, ErichBSchulz

      Published Jul 5, 2025self-described: Personal Python project, plan file edited in diff mode

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    5. Mixed

      trashhalo, Aider user filing a GitHub issue

      100% cpu freezing does not respond to ctrl c on latest releaseGitHub issue

      Aider hung at 100% CPU while rendering markdown and ignored Ctrl-C, requiring a forced kill.

      Published Feb 9, 2025self-described: Markdown rendering in the terminal

      Practitioner account, pseudonymous; direct use; counts toward Reliability

    6. Negative

      tharkun__, Hacker News commenter

      Comment on: Development speed is not a bottleneckHacker News comment

      In a 15-year-old monorepo of about 100 services, Aider's repo map exceeded the token limit; Claude Code handles cross-codebase tasks without file picking.

      Published Sep 9, 2025self-described: 15-year-old monorepo of about 100 services

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

    Open them in the record
  5. Requires Close Review6 of 7 sources on it raise it as a concernEdits and answers that need correction before the output can be trusted, including unrequested changes and deleted code.

    Counted for All practitioners.

    Raised as a concern, 6

    1. Mixed

      Raghuveer, Software engineer

      Aider Architect Mode for Service Scaffolding: Output Quality and Required Follow-UpPersonal blog post, iamraghuveer.com

      Aider's architect mode delivered 60-70% of a correct Go microservice scaffold from a spec. Authentication, Redis wiring, integration tests and docker-compose took 5-7 hours of manual fixes, for a time saving of about 0-2 hours, or 0-25%.

      Published Apr 25, 2026self-described: Scaffolding a Go, gRPC, Postgres and Redis microservice from a specification

      Practitioner account; structured test; counts toward Delivered outcomes

    2. Mixed

      ramamurthy valavandan, Developer building a personal publishing app

      When AI Coding Tools Break Your UI: A Lesson From Aider, Claude & GeminiPersonal blog post, DEV Community

      Asked Aider to add a Gemini-powered Research Mode to a Next.js app; it rewrote app/page.tsx and the entire UI disappeared. /undo reversed it, and a constrained prompt naming the files to create and saying not to remove existing fields got the change done.

      Published Mar 12, 2026self-described: Next.js application, AgentPost

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

    3. Mixed

      Max Charas, Senior Staff Engineer, and Marc Bruggmann, Principal Engineer, at Spotify

      Background Coding Agents: Context Engineering (Honk, Part 2)Company engineering blog post, Spotify Engineering

      Spotify first tried Aider and Goose for its background migration agent. Both got far on a prompt alone, but at the scale of its migrations they could not reliably produce mergeable pull requests.

      "When we first got started, we experimented with open source agents such as Goose and Aider."
      Excerpt, Max Charas and Marc Bruggmann
      "But we quickly ran into issues when we tried to scale these agents to our migration use case. It was difficult to get them to reliably produce mergeable PRs."
      Same speaker

      Published Nov 24, 2025Spotify Fleet Management; automated code migrations across thousands of repositories

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

    4. Negative

      dingnuts, Hacker News commenter, self-described

      Comment on: I'm absolutely rightHacker News comment

      Spent two hours with Aider on a one-line change it got wrong with a hallucinated parameter, then did it from the docs in two minutes.

      Published Sep 5, 2025

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

    5. Negative

      cess11, Hacker News commenter

      Comment on: LLM InevitabilismHacker News comment

      Gave up on Aider because the assistant kept adding checks for errors that the code's design already made impossible.

      Published Jul 15, 2025self-described: Background in enterprise Java at a government agency

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

    6. Mixed

      gawa, Hacker News commenter, self-described

      Comment on: AI Is Like a Crappy ConsultantHacker News comment

      With Gemini 2.5 Pro, Aider keeps editing other parts of the file with unrequested improvements, and its per-file, per-commit review makes partial acceptance hard.

      Published May 13, 2025

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

    Discussed without concern, 1

    1. Mixed

      Aaron Sumner, Software Engineering Manager at O'Reilly Media

      What I'm up to (September 2025)Personal blog post, aaronsumner.com

      Sumner's team maintains nearly fifty systems; this year Sumner used agents, first Aider and now Crush, to build long-lost context on old, undocumented systems. Bigger swings mean bigger diffs for teammates to review, so the author breaks work into chunks and stays the human in the loop.

      "This year I’ve been using agents (first Aider; currently Crush) to build long-lost context to systems that are old enough to vote…"
      Excerpt, Aaron Sumner
      "I’ve felt emboldened to take bigger swings, which usually means bigger diffs for my fellow human team members and me to review."
      Same speaker

      Published Sep 7, 2025Team maintaining nearly fifty software systems and libraries, some with long-dead test suites and no documentation

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

    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 17 supporting sources

  1. Below threshold

    Aider gives the best results on small, well-scoped changes with the right files in the chat, and degrades on large open-ended features.

    8 supporting sources
  2. Below threshold

    Discussing the change in /ask or splitting planning and editing in architect mode produces better edits than prompting code mode directly.

    6 supporting sources

Where it disagrees

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

  • Evidence remains mixed

    Is developer-driven control better than an agent that explores and runs on its own?

    • Keep the developer in control, 11 sources

      Some stay with Aider because it changes only what they ask for, in the files they choose, and keeps every change reviewable.

    • Move to an agentic tool, 12 sources

      Others moved to Claude Code, Codex, or similar agents that find files and run commands, then iterate without step-by-step direction.

  • Evidence remains mixed

    Is paying per token on your own key better value than a flat subscription?

    • Pay per token, 4 sources

      Some find per-token spend with tight context cheaper than a subscription for the way they work.

    • Flat subscription, 3 sources

      Others found API spend too high or unpredictable and moved to a flat plan such as Claude Pro or Max.

  • Evidence remains mixed

    Do cheaper, open-weight, or local models do the job in Aider?

    • Cheaper models work, 3 sources

      Some get useful results from local Qwen, DeepSeek, or gpt-oss models, often in architect mode.

    • Frontier models needed, 2 sources

      Others found free and local models fall far short of Claude, GPT, or Gemini.

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 3 accounts; GILD prints their sentiment from 20.

  • Engineering leaders and teams

    10 sources. These accounts emphasize team settings, git and hook policy, headless automation, and whether a team standardizes on Aider or an agentic tool.

  • Individual builders

    75 sources. These accounts emphasize model choice, control over context, git history, spend on personal keys, and how Aider compares with agentic tools in self-directed work.

  • All practitioners

    85 sources. This counts every account: individual builders and the few team accounts together.

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

  1. Individual practitionerSolo developers and independent builders75 sources, counted here

    Emphasizes Model choice, context control, and how Aider compares with agentic tools

  2. Very small team2 to 10 engineers, or a team of unstated size5 sources, counted here

    Emphasizes Headless automation, git hooks, and packaging for colleagues

  3. Professional team11 to 50 engineers, or a named company's team2 sources, counted here

    Emphasizes Daily team use and extending Aider for team workflows

  4. Technical leadershipLeaders and advisory boards assessing tools across teams2 sources, counted here

    Emphasizes Two leaders' accounts, from O'Reilly Media and Six Feet Up, cover rebuilding context on old code and how much coaching Aider needs to finish a refactor; pilot it with one team and count merged changes

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

    Emphasizes Spotify tried Aider for automated migrations across its repositories and moved on when it could not reliably produce mergeable pull requests

What changes with scale. Individual builders weigh model choice and explicit context against the convenience of agentic tools. Team accounts turn to settings that matter at scale, such as git hooks and exit codes in headless runs, and to packaging Aider for colleagues who will not install a Python CLI. At organization scale, Spotify's account shows the limit: it could not get reliably mergeable pull requests from Aider across automated migrations.

Where the sources come from

Where this group's sources were published.

Counted for All practitioners, from 85 sources. Change group

106 sources for this group, 21 of them documentation

  • Developer Communities74, 70% of 106 sources
  • Product Documentation21, 20% of 106 sources
  • Engineering Blogs & Reviews11, 10% of 106 sources

Older evidence is retained when it still applies. Sources that depend on a changed release, a fixed bug, or a replaced model 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 Aider now casts no vote; it still counts toward its topics and is listed, and 19 records that counted leave the vote this way. Leaders and teams stay unscored, individual builders move from +28 to +30 and all practitioners from +26 to +28.
  • Builds the first Aider evidence base from public sources only: every source links to the page it comes from and names its author and publication date.
  • Shows a finding on a page only when at least 5 sources from 3 different authors discuss it, and a disagreement only with at least 2 sources on each side.
  • Drops the Edit Quality praise theme, which splits 5 positive against 7 critical, and the Commit Noise concern, raised by only 3 sources.
  • Leaves token cost out of the concerns: 10 sources discuss it and 5 raise it, and the pay-per-token disagreement carries the debate.
  • Drops the Written Conventions and The Model Decides statements and the disagreement over net time saved, which do not reach the minimums.
  • Adds the release-pace concern from 10 sources between September 2025 and October 2026, checked against the PyPI and GitHub release records.
  • October 12, 2026 revision: removes 20 sources dated before 2025 and 5 from publishers outside the source standard. It drops the Commands and Config Trust concern and two statements with fewer than 5 sources from 3 authors, and ends the evidence window at the newest source, October 8, 2026.
  • October 12, 2026 scoring change: a GitHub issue that reports a bug counts as mixed unless its author rejects Aider. That moves three issues from negative to mixed: a rendering hang, a repository config that runs commands at startup, and a wrong exit code.
  • Oct 25, 2026: added Planning & Control from what existing accounts state: 6 praise planning a change in Aider and keeping control of its edits.
  • Oct 25, 2026: added 5 sources from outside Hacker News, among them Spotify's engineering blog on trying Aider for automated migrations. The others are AIMultiple's independent benchmark, Harper Reed's post on moving to Claude Code, and two GitHub issues on the maintainer's absence and dropped edits.

Method

A running review of what engineering teams report about Aider, 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 +27 positive (method sentiment/S1). GILD printed that number as "GILD score" until October 29, 2026; most of those matches rest on a name or a self-described role.
  • Method change, Oct 30, 2026. GILD changed how practitioner sentiment counts, to one vote per author. Weighted, it read +27 Positive; with one vote per author it read +26 Positive. No evidence changed.
  • Correction, Nov 1, 2026. GILD now takes each account's overall stance from its blind two-model coding, and accounts that state no overall view cast no vote. It read +26 Positive and now reads +28 Positive.
  • Unscored. A group gets a score only with 20 sources from 15 authors. Below that, one source moves the score about 5 points, so the read says "Unscored until 20 sources from 15 authors" and shows its counts.
  • Independence. A source whose author works for the vendor, for one of its partners or programs, or for a competitor, and a page the vendor published or ran, is listed with that tie and counts toward nothing. One author counts on at most two records per product. The line under the score says how many authors and how many separate discussions the counted sources come from: comments in one thread are one discussion.
  • Praise and concerns. How many of the sources that discuss a theme praise it or raise it.
  • Consensus. A statement joins when 20% of the group's sources support it and fewer contradict it. Contradicting sources are counted separately. Below that line a statement shows as building. At 40% or more it reads Strong agreement; below, Recurring point.
  • Disagreements. The count on each side. GILD names no winner and gives no share of all users.
  • Minimum evidence. A finding needs 5 sources from 3 authors; a disagreement also needs 2 on each side. Smaller counts stay in the table below, marked under the minimum.

Labels on a source

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

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

Flagged for a recheck, of the sources that take a side: leaders and teams 0 of 3, individual builders 0 of 56, all practitioners 0 of 59.

Limits

  • These figures describe reviewed sources; they do not represent all Aider users. GILD searched Hacker News through its API, issues on the Aider-AI/aider repository, named blogs and reviews, company engineering blogs, and independent benchmarks. Reddit is not in this record, and Medium blocked direct reads. 74 of the 85 sources are Hacker News comments and GitHub issues, because Aider's users write there more than on company blogs. A GitHub bug report counts as mixed unless its author rejects Aider. 10 sources speak for a team or an organization: Spotify's engineering blog is the one organization-wide account, and AIMultiple's benchmark is the one independent measurement. No finding among leaders has 5 sources from 3 authors.
  • Sources record the Aider version, provider, and model inconsistently; each source shows what it states. Accounts from early 2025 describe Claude 3.5 and 3.7 era models. A source that depends on behavior Aider has since changed, a fixed rendering hang, is marked Needs a recheck.

Every count, and the sources behind it

21 findings for 3 groups

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

FindingEngineering leaders and teamsIndividual buildersAll practitionersSources
Current readCurrent sentiment0 positive, 3 mixed, 0 negative30 positive, 14 mixed, 12 negative30 positive, 17 mixed, 12 negativeSources
PraiseAny Model, Any Provider1 of 1 positive (under the minimum)14 of 14 positive15 of 15 positiveSources
PraiseExplicit Context Control0 of 0 positive (under the minimum)9 of 9 positive9 of 9 positiveSources
PraiseTerminal Workflow0 of 1 positive (under the minimum)9 of 10 positive9 of 11 positiveSources
PraiseGit-Native Changes1 of 1 positive (under the minimum)5 of 5 positive6 of 6 positiveSources
PraiseLower Token Use0 of 0 positive (under the minimum)6 of 6 positive6 of 6 positiveSources
PraisePlanning & Control0 of 0 positive (under the minimum)6 of 6 positive6 of 6 positiveSources
ConcernManual Context and Less Autonomy1 of 2 raise it (under the minimum)6 of 10 raise it7 of 12 raise itSources
ConcernSlower Release Pace0 of 0 raise it (under the minimum)10 of 11 raise it10 of 11 raise itSources
ConcernResults Depend on the Model0 of 0 raise it (under the minimum)7 of 9 raise it7 of 9 raise itSources
ConcernReliability2 of 2 raise it (under the minimum)4 of 4 raise it (under the minimum)6 of 6 raise itSources
ConcernRequires Close Review1 of 2 raise it (under the minimum)5 of 5 raise it6 of 7 raise itSources
ConcernCommands and Config Trust1 of 2 raise it (under the minimum)2 of 2 raise it (under the minimum)3 of 4 raise it (under the minimum)Sources
ConsensusStrongest on scoped changes0 supporting (under the minimum)8 supporting (below threshold)8 supporting (below threshold)Sources
ConsensusPlan before it edits0 supporting (under the minimum)6 supporting (below threshold)6 supporting (below threshold)Sources
ConsensusA pair under your control0 supporting (under the minimum)4 supporting (under the minimum)4 supporting (under the minimum)Sources
ConsensusFaster on self-directed work0 supporting (under the minimum)3 supporting (under the minimum)3 supporting (under the minimum)Sources
DisagreementIs developer-driven control better than an agent that explores and runs on its own?Keep the developer in control 1, Move to an agentic tool 2 (under the minimum)Keep the developer in control 10, Move to an agentic tool 10Keep the developer in control 11, Move to an agentic tool 12Sources
DisagreementIs paying per token on your own key better value than a flat subscription?Pay per token 0, Flat subscription 1 (under the minimum)Pay per token 4, Flat subscription 2Pay per token 4, Flat subscription 3Sources
DisagreementDo cheaper, open-weight, or local models do the job in Aider?Cheaper models work 0, Frontier models needed 0 (under the minimum)Cheaper models work 3, Frontier models needed 2Cheaper models work 3, Frontier models needed 2Sources
Current readEvidence mix31 sources96 sources106 sourcesSources

Fact checks

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

  • Manual Context and Less Autonomy. Aider sends a map of the whole repository with each request and recommends adding only the files that need to change. It can ask to add files it needs. Practitioners who want an agent that opens files and runs commands on its own report this as a limit. Tips, checked Oct 12, 2026
  • Slower Release Pace. The latest GitHub release is v0.86.0 of August 9, 2025. PyPI has 0.86.2 of February 12, 2026, and the last commit to the main branch is dated May 22, 2026. Aider releases on GitHub, checked Oct 12, 2026
  • Commands and Config Trust. Aider asks before running the shell commands it suggests unless --yes-always is set, loads .aider.conf.yml from the git repository root, and skips pre-commit hooks on its commits unless --git-commit-verify is set. Options reference, checked Oct 12, 2026