The AI That Ships Your Code

Gilfoyle orchestrates a network of 8 AI agents that investigate, plan, implement, test, and ship production code autonomously.

Gilfoyle

Investigation

Architect

Code

Ops

See How It Works

Meet the Agents

Orchestrator

Gilfoyle

Receives alerts, triages severity, delegates to the right agents, and ensures every fix ships to production.

[gilfoyle] Alert: SENTRY-4521 NullPointerException
[gilfoyle] → Assigning anton for investigation
[gilfoyle] → Investigation complete. Root cause identified.
[gilfoyle] → Assigning son-of-anton for architecture plan
[gilfoyle] → Plan approved. Spawning carla for implementation.

Investigation

Anton

Deep-dives into Sentry traces, stack traces, and logs to identify the exact root cause before anyone writes a line of code.

$ sentry:investigate PROD-4521

  Error: Cannot read property 'subscription' of null
  File:  billing/services.py:247
  Trace: handle_webhook → process_payment → get_subscription

  Root Cause: Race condition in webhook handler.
  Customer subscriptions created async — webhook fires
  before record commits. Fix: add retry with backoff.

Architect

Son of Anton

Designs the implementation plan — which files to change, what to create, estimated scope — before a single line is written.

## Plan: Fix PROD-4521 (Race Condition)

1. Add retry decorator to webhook handler
   → billing/services.py:process_payment()
2. Implement exponential backoff (max 3 retries)
   → billing/utils/retry.py (new file)
3. Add integration test for concurrent webhook
   → tests/billing/test_webhook_race.py

Estimated: 45 lines changed, 2 files modified, 1 new

Code

Carla

Writes production code — clean diffs, proper error handling, following existing patterns in the codebase.

  def process_payment(self, webhook_data):
-     subscription = self.get_subscription(customer_id)
-     if not subscription:
-         raise SubscriptionNotFound(customer_id)
+     subscription = self.get_subscription_with_retry(
+         customer_id,
+         max_retries=3,
+         backoff_base=0.5
+     )
      return self.charge(subscription, webhook_data.amount)

Code

Holden

Writes comprehensive test suites — unit tests, integration tests, edge cases — ensuring every fix is verified before merge.

async def test_concurrent_webhook_handling():
    """Verify payment processes even when
    subscription creation is delayed."""
    customer = await create_test_customer()

    # Fire webhook before subscription commits
    webhook = simulate_webhook(customer.id)

    result = await process_payment(webhook)
    assert result.status == "succeeded"
    assert result.retries == 2

Code

Devon

Operates in isolated git worktrees — parallel branches, zero conflicts, clean PRs ready for review.

$ claude --worktree fix-billing-race

  Creating worktree: fix-billing-race
  Branch: fix/PROD-4521-webhook-race
  Modified: billing/services.py
  Created:  billing/utils/retry.py
  Tests:    3 added, all passing

  → PR #847 created: "fix: webhook race condition"

Big Head

Runs the full test matrix — unit, integration, browser, regression, and load — before any code merges.

QA Report: PR #847

  ✓ Unit tests      — 34/34 passing
  ✓ Integration      — 12/12 passing
  ✓ Browser QA       — checkout flow verified
  ✓ Regression       — no side effects detected
  ✓ Load test        — 500 concurrent webhooks OK

  Verdict: SHIP IT

Ops

Jared

Handles the last mile — merges PRs, monitors deploys, verifies error rates drop to zero in production.

Deploy: fix/PROD-4521-webhook-race

  [14:23] PR #847 merged to main
  [14:24] CI pipeline: build → test → deploy
  [14:26] Staging: healthy ✓
  [14:27] Production: rolling deploy 0/3...
  [14:28] Production: 3/3 instances healthy ✓
  [14:28] Sentry: error rate → 0. Resolved.

From Alert to Shipped PR

Alert Detected

Investigate

Plan

Implement

Judge

Ship

Alert Detected

Investigate

Plan

Implement

Judge

Ship

Fastest bug fix:minutes

Capabilities

Sentry → PR

Automatically investigates Sentry alerts and ships the fix as a pull request.

Code Review

Reviews every PR for logic errors, security issues, and style.

Browser QA

Runs headless browser tests to verify UI flows end-to-end.

CI/CD Watch

Monitors pipelines and auto-fixes broken builds.

Customer Triage

Routes support issues to the right agent for investigation.

PR Pipeline

Manages the full lifecycle from branch creation to production deploy.

Sprint Ops

Picks up tickets and executes them autonomously from Linear.

Infra Guard

Watches infrastructure health and patches issues proactively.

PRs authored in 4 weeks

min fastest bug fix

total PRs merged

hr median PR to merge

Built on Claude

Claude Opus 4

Powers every agent

Claude Code

Universal codebase interface

Git Worktrees

Parallel isolation, zero conflicts

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