The Verification and Intelligence Layer
for AI Coding Agents

IronBee closes the verification loop on AI-generated code:
it verifies changes, finds what breaks, fixes it, and explains why,
all before anything ships to production.

A new layer for the agent era. Where static analysis tools stop at the diff, IronBee verifies real runtime behavior, catching what they miss.

An agent submission passing through the IronBee gate: fail retries, pass completes.

The IronBee Gate

Every change must pass the gate to be done. Failures loop back, get fixed, and run again, until they are clean.

IronBee auto-instrumenting an app with OpenTelemetry: traces, metrics, and logs streaming into a trace stack.

OpenTelemetry Native

IronBee auto-instruments your app with OpenTelemetry, then uses the traces, metrics, and logs to debug, analyze, and pinpoint the problem.

An isometric stack distilling coding sessions into clear, actionable recommendations.

Actionable Insights

IronBee distills agent sessions, layer by layer, into clear recommendations you can act on.

Hands-off verification

When an agent finishes, its work is inspected, tested, and verified automatically, then handed back with a clear verdict, pass or fail, backed by evidence.

Verify
Verification v9b21aFail
0:12 / 0:381.0×
  1. Verification started+0ms
  2. Tool · grep createCheckoutBash12ms
  3. Tool · browser_navigate /checkoutMCP1.2s
  4. Tool · browser_fill checkout formMCP0.4s
  5. Tool · browser_click Place orderMCP0.6s
  6. Tool · browser_take-screenshotMCP0.2s
  7. Tool · backend_get-logs checkout-serviceMCP0.5s
  8. Tool · backend_get-tracesMCP0.9s
  9. Verdict · failcheckout.ts:42

Find the root cause, fix it automatically

When a check fails, IronBee investigates: it debugs the failure, analyzes the runtime behavior, traces it to the root cause, and applies the fix.

Investigate & Fix
checkout-svc/checkout.tsagent/checkout-total
1async function createCheckout(cart) {1async function createCheckout(cart) {
2 const { items, synced } = getCart(cart)2 const { items } = getCart(cart)
33
4 const total = await withSync(() =>4 const total = items.reduce(
5 items.reduce((s, i) => s + i.price, 0),5 (sum, i) => sum + i.price, 0,
6 { items, synced },
7 )6 )
87
9 return { total }8 return { total }
10}9}
CriticalConcurrency

Race condition in checkout total

Total is computed from cart items before the cart sync settles, so a stale cart can be charged.

checkout.ts:4 · verification v9b21a

Turn agent runs into intelligence

Analyze cost, quality, and behavior across every session in your organization, surface findings and recommendations, and steer your agents instead of just watching them.

AnalyzesFindingsRecommendations
Cost18h ago
Account-wide
Real spend$3,214.60
Subscription value$2,165.45
API calls29.2K
Successful calls28.9K
Failed calls263
Total input tokens365.0M

Works with your agents and your pipeline

Claude Code, Cursor, Codex, and more. IronBee plugs into your stack, from local runs to GitHub Actions, and verifies the output, not the agent.

Claude CodeCursorCodexCI / GitHub
Search sessions, projects, findings…⌘K
Sessions
checkout-serviceFail · 4m ago
payments-apiPass · 1h ago
auth-servicePass · 2h ago
Projects
checkout-service12 sessions
payments-api8 sessions
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FAQ

Questions, answered.

Everything you need to know before joining the waitlist.

Testing tools only run the tests you write. Static analysis reads the diff but never runs it. Both miss what only shows up at runtime. IronBee takes over after an agent finishes: it verifies the change by actually running it, catches the issues your tests and your linters can't see, investigates failures to the root cause, and fixes them automatically.

Early accesslimited cohort

Ready to ship
AI-generated code with confidence?

Join the waitlist to catch regressions earlier, trust what your agents ship, and shape the next generation of agentic development workflows.

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