AI agents for software companies
Agentic Feats lists 15 sourced examples of AI agents used in software companies; 4 link the artifact; most common agent: Devin (6). The most common job type here is coding.
- Feats
- 15
- Shown
- 427%
- Agents
- 10
- Updated
- Oct 13
Common jobs
grouped from the 15 feats
Agents used for software companies
counted from 15 feats
| Agent | Feats | Shown | Newest |
|---|---|---|---|
| Devin | 6 | 1 | |
| Claude Code | 3 | 1 | |
| Custom agent | 2 | 1 | |
| OpenClaw | 2 | 1 | |
| Other | 2 | 0 | |
| Claude in Chrome | 1 | 0 | |
| Cursor | 1 | 0 | |
| Grok Bot | 1 | 0 | |
| Hermes Agent | 1 | 1 | |
| Lindy | 1 | 0 |
Small scoped fixes took about five minutes to test and merge versus roughly an hour by hand; the full-stack task failed and was rewritten.
One month testing Devin
Devin was connected to the RunLLM GitHub repo and given small bug fixes and one larger full-stack task over a month.
Devin found nearly every old term in a docs-wide rename, but the edits still needed 20+ manual commits.
Docs maintenance with Devin
Devin handled a docs team's recurring work: weekly changelog setup, GitHub issue and PR fixes, a multi-file term rename, and code explanations.
The author shipped 120 models, an MCP server for Claude Desktop, and 140 chaos tests with a 100% pass rate over 22 months.
Mental models framework built with agents
A solo founder gave Claude, ChatGPT, Windsurf, and Cursor defined roles to build and deploy a 120-model mental models framework.
Cognition merged 659 Devin PRs into its own codebase in one week, up from 154 in its best week of 2025.
Devin builds Devin
Devin handles Cognition's own engineering work across Slack, Linear, and the web app: PRs, code review, bug triage, debugging, and design system audits.
Cognition merged 659 Devin-authored PRs into its own codebase in one week, up from 154 in its best week of 2025.
Devin building Devin
Cognition's team uses Devin across Slack, Linear, web, CLI and API to write, review, triage and debug code in its own codebase.
On a dashboard filter task, Claude fixed URL query param handling in three iterations without the author touching the browser.
Local browser testing loop
Claude Code with the Chrome extension builds features, then opens localhost in the author's real Chrome session to test, read console errors, and fix issues.
Test runs approved per day on Devin more than doubled in a couple of months, and engineers run 10 to 20 Devins in parallel.
Devin cloud testing of PRs
Devin writes a test plan, runs the app on a cloud VM with computer use, and returns annotated test videos and reports.
Ben Guez reports over one million views and 200 DMs within a few days, with replies routed to his language app.
World Cup reels for app signups
OpenClaw tracked World Cup results and had Claude post a templated Instagram trial reel after each match.
Used across Cursor's 400+ person sales org, it reportedly helps SDRs book 3x more qualified meetings and cuts AE ramp time by over 50%.
Internal sales AI for Cursor reps
Cursor's Head of Enterprise Growth built ChatGTM, an internal chat tool that pulls CRM, call, and web data to draft outreach and research accounts.
The fleet manages over 200 cloud agents at once, up from 15 managed by hand, and built Grok Bot iOS v0 in three weeks.
Engineer bots managing cloud agents
A SpaceXSI engineer runs five Grok Bot engineer bots that spin up Cursor cloud agents, review PRs via a Notion database, and auto-merge low-risk changes.
Non-test Python fell from 1,063,826 to 698,363 lines (34.4%), gateway/run.py from 34,847 to 5,512 lines, and functions over 300 lines from 192 to 2.
Million-line codebase refactor
Hermes Agent split a million-line Python repo into 36 groups and dispatched 1,393 subagents in git worktrees to refactor it.
Androidclaw traces broken builds to the relevant pull request and incident, and sometimes prepares and merges fixes itself.
OpenAI build-fix agent on OpenClaw
An OpenAI engineer reports an internal OpenClaw agent, Androidclaw, working across Git, GitHub and logs to trace broken builds back to their causes.
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Db2 support shipped in under two days for a $4172 token bill, versus 9 months and about $160K for Oracle; 27 PRs merged.
Hospital-style agent pipeline ships Db2 support
Cockroach Labs ran a multi-role coding agent pipeline modeled on a teaching hospital to add Db2 support to its MOLT migration tool.
Out of 20 tasks, Devin had 14 failures, 3 successes, and 3 inconclusive results, with no pattern predicting which would work.
Month of Devin tasks
Devin was given more than 20 real coding, research, and code-modification tasks over a month by an Answer.AI team to test its autonomy.
Ten agents were live in the first week and 20-30 run today. The CEO estimates at least a 5x return on investment.
Agent workforce for unstaffed functions
Ankor's CEO built Lindy agents covering lead research, technical support, content and marketing, and meeting prep, work too small to justify dedicated hires.
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