Devin AI Agent Fix 4 min read

Devin Not Working? Fix Task Failures, Access & Session Errors

Troubleshoot Devin AI agent — task stuck or looping, session timeouts, GitHub integration errors, environment setup failures, and how to steer Devin when it goes in the wrong direction.

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Common errors and fixes

Task stuck or looping

Signs: Devin keeps retrying the same command, or the timeline shows no new steps for >5 minutes.

What to do:

  1. 1
    Check the "Session" view: Look at the terminal output for the last command — this tells you exactly what command Devin is stuck on.
  2. 2
    Send a hint via chat: Type something like: "The error is because X, try Y instead" — Devin reads chat messages mid-task and will adjust.
  3. 3
    Redirect away from failing tests: If looping on a failing test, send: "Skip fixing that test for now, move on to the next task".
  4. 4
    No restart needed: Devin responds to natural language mid-task — you don't need to stop and start a new session to course-correct.

Common loop causes:

  • Package install failures (network issues, wrong Node/Python version)
  • Test failures with unclear error messages
  • Missing environment variables (tell Devin what values to use or to mock them)

GitHub integration not working

Devin needs its GitHub App installed to push code.

Setup steps:

  1. 1
    Open Devin integrations: Go to app.devin.ai → Settings → Integrations → Connect GitHub.
  2. 2
    Install the GitHub App: On GitHub: Settings → Applications → Devin → Configure.
  3. 3
    Select repositories: Choose "All repositories" or specific repos Devin should access.
  4. 4
    Automatic PR flow: Devin creates branches and opens PRs automatically once authorized — it never pushes directly to main.

If Devin says "permission denied" when pushing:

  • The GitHub App may not have access to that specific repo
  • Check: GitHub → Your Org → Settings → Installed GitHub Apps → Devin → Configure

Environment setup failures

Devin sets up a fresh environment for each session. Common setup failures:

  • 1. Missing .env / secrets: Devin can't access your secrets. Use Devin's "Secrets" feature in app.devin.ai to securely pass env vars, or tell Devin to use mock values for testing.
  • 2. Wrong language version: If your project needs Node 18 but Devin uses Node 20, specify in chat: "Use Node 18 for this project" or add a .nvmrc file to your repo.
  • 3. Database required: If your project needs a live DB, Devin can set up SQLite or use a local Postgres — specify which to use, or point to a test database connection string via Secrets.
  • 4. Long build times: Devin has a session time limit. If builds take >10 minutes, the session may expire before the task completes. Optimize your build or split the task.

Devin goes in the wrong direction

Preventing wrong output before starting:

  • Write a precise task description: "In src/api/users.ts, add a DELETE /users/:id endpoint that calls userService.delete(id). Add a test in tests/api/users.test.ts"
  • Reference specific files: "The pattern to follow is in src/api/posts.ts"
  • Specify what NOT to do: "Don't modify the database schema"

Add a DEVIN.md file to your repo root:

# Devin Instructions

## Setup
npm install && npm run db:migrate

## Conventions
- Use TypeScript strict mode
- Tests in tests/ directory using Vitest
- API handlers in src/api/, services in src/services/
- Never commit .env files

## Do not modify
- src/lib/auth.ts (complex auth logic, ask first)

Understanding Devin's limits

Devin excels at:

  • Well-defined coding tasks with clear inputs/outputs
  • Adding features following existing patterns
  • Writing tests for existing code
  • Fixing bugs with clear reproduction steps

Devin struggles with:

  • Open-ended design decisions ("make this better")
  • Tasks requiring deep domain expertise it wasn't briefed on
  • Real-time systems or tasks requiring live external services
  • Very large refactors across hundreds of files in one session
Pricing note: Devin charges per ACU (Agent Compute Unit). A typical task uses 10–50 ACUs. If Devin is looping on a stuck task, it's still consuming ACUs — interrupt early to save credits.
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FAQ

Devin vs Cursor vs Cline — which AI coding agent to use?

Devin is a fully autonomous agent that works independently in its own environment (no IDE needed). Cursor and Cline work inside your IDE and require your approval for each action. Devin is best for multi-step tasks you want to hand off completely. Cursor/Cline are better for interactive pair-programming where you stay in control.

How do I give Devin access to my private repo?

Install the Devin GitHub App (app.devin.ai → Settings → Integrations → GitHub) and grant it access to your specific repositories. Devin creates a branch, makes changes, and opens a PR — it never pushes directly to main.

Devin is too slow / sessions expire before finishing

Break large tasks into smaller sessions (each completing in <30 minutes). Reference the previous session's branch in the next task: "Continue from where PR #X left off". For very large refactors, guide Devin file-by-file rather than all at once.

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