90
FEATUREDcoming-soon
Bug Triage Agent
Replaces a $65k Junior Developer. Reads GitHub issues, reproduces, drafts a fix PR.
The Problem
An SMB owner (or solo founder running a small dev team) spends $65k/yr on a Junior Developer who triages incoming GitHub issues, reproduces bugs, and ships small fixes. 60% of that work is rote: read issue, check repo, write a failing test, propose a patch.
The Outcome
New issue lands in a watched repo → agent clones, reproduces, drafts a patch + failing test, opens a draft PR for human review. Average triage-to-PR time drops from 2 days to 20 minutes.
Day in the Life
1.
08:00: pulls overnight GitHub issues labeled `bug` from your watched repos
2.
08:15: clones the repo, runs the repro steps, drafts a failing test + minimal patch
3.
08:30: opens a draft PR with the diff, repro log, and Slack ping for human review
Deploy Specs
Runtime
python
Pattern
native-agent
Tier
heavy
Setup Time
hours
Required Env Vars
GITHUB_TOKENANTHROPIC_API_KEYSLACK_BOT_TOKENIntegrations
GitHubSlackLinear
GitHub Source
Repository
princeton-nlp/SWE-agent
Stars
19,090
License
MIT
Last Commit
2026-04-27
Replace
Junior Developer
$65,000/yr
AgentDepot
$299/month
Save $61,412/yr · 18.1x cheaper
14-day free trial · No credit card
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