Your AI Tech Lead.

Production-ready code from Day 1.

TLM is the relentless, annoying agent that doesn't let Claude cut corners. It sits invisible inside your Claude Code CLI and kicks in when required.

You get the same engineering quality as Google, Apple, and Amazon.

150 free credits — enough to build 20-25 features. No credit card required.

Day 1: The Audit. Scans your project and finds gaps killing the production quality (e.g., missing CI/CD, broken rate limiting).
Reviews Every Prompt: Multiple LLMs review Claude's plan to spec out edge cases, failure modes, and architectural issues.
Every Commit: The Firewall. Gemini and OpenAI aggressively review Claude's code. TLM blocks commits if missing tests or subtle bugs are found.
Week 4: The Mastermind. Having learned from every diff, session, and bug, TLM proactively fixes your system's unique failure modes.

AI writes code fast.
It also ships disasters fast.

AI coding tools are powerful but process-blind. They don't ask clarifying questions, don't test edge cases, and don't remember what went wrong last time.

🔄

Context amnesia

Every session starts from zero. Your AI forgets architectural decisions, past bugs, and project conventions. The same mistakes happen again and again.

🧪

No testing discipline

AI generates features but skips tests, edge cases, and error handling. You ship fast and break things — in production, at 3 AM, with real users.

🎯

Speed without process

AI tools optimize for velocity, not correctness. They won't ask about failure modes, won't check for security gaps, won't enforce staging before prod. Every detail you don't explicitly think about is a detail that gets skipped.

TLM kicks in when it matters.
Stays invisible when it doesn't.

After tlm install, you never interact with TLM directly again. It hooks into your development flow and appears autonomously whenever engineering judgment is needed.

Building a feature

Deep spec interview before a single line of code

TLM detects when you're starting something significant and interviews you first — edge cases, error states, security implications, abuse scenarios, operational concerns. Produces a full spec that Claude builds against.

Committing code

Production-quality standards on every commit

Tests pass? Linting clean? Type checks green? No secrets in source? TLM runs your approved checks automatically — if anything fails, the commit is blocked until it's fixed. No exceptions.

Deploying to production

Blocks unsafe deployments before they reach users

TLM ensures integration tests pass, staging is verified, and environment configs are valid before anything touches production. No shortcuts. No "I'll fix it in prod." The gate holds.

Fixing a bug

Learns from every bug to prevent the next one

Bug fix commits are analyzed against specs. "This null check was missing from the original spec." Next interview, TLM asks about null handling for every field. Automatically.

Security vulnerability detected

Catches vulnerabilities without you asking

Exposed API keys, SQL injection patterns, missing auth checks, insecure dependencies — TLM scans continuously and blocks before anything ships. No manual security review needed.

Project initialization

Full CI/CD and environment setup from day one

TLM scans your stack and generates enforcement rules for YOUR project — test commands, linting, type checking, deployment pipelines, environment promotion. Dev → staging → prod, configured automatically.

~/my-saas-app
$ tlm install
Project scanned: Next.js + Supabase + Vercel
Enforcement rules generated → you approved 12/12
Git hooks installed. TLM is now watching.
# 3 days later — you ask Claude to add Stripe billing
TLM ▸ Feature detected. Starting discovery interview.
  ? Is this one-time payment or recurring?
  ? What happens when a webhook delivers a duplicate event?
  ? Your last 3 bugs were missing input validation —
    what are the exact validation rules for payment amounts?
  # ...8 more targeted questions, then Claude builds...
TLM ▸ Pre-commit checks running...
   Stripe secret key found in source → move to .env
   2 test cases missing from spec → blocking commit
  # Claude fixes both issues...
   All gates passed. Committed.
   Commit analyzed → spec accuracy: 74% (↑ from 68%)

Stop letting Claude grade
its own homework.

When Claude writes code, it has blind spots. TLM physically halts the CLI and sends the code and specs to Gemini and OpenAI for adversarial review. If they find a flaw, the code is rejected back to Claude to fix. The human is completely removed from the review loop.

Claude
Gemini
OpenAI

Spec Accuracy Over Time

84% ↑ from 52%
80%60%40%
Wk 1Wk 2Wk 3Wk 4Wk 5Wk 6Wk 7Wk 8Wk 9

Spec accuracy = what percentage of your work was anticipated by TLM's spec.
The gap is bugs, unplanned features, and missed edge cases. The line goes up because TLM learns from every commit.

The bugs you don't know
you're about to ship.

Claude optimizes for speed and completion. TLM optimizes for paranoia. From missing staging environments to unhandled edge cases, TLM utilizes adversarial LLMs to catch system-level failures before the CLI is allowed to execute the commit.

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Access Control · OWASP #1

Any user can view any other user's data

Change /api/users/123 to /api/users/124 and you see someone else's account. The #1 web vulnerability in the world. TLM specs authorization checks on every endpoint — not just authentication.

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Injection · Full DB Exfiltration

Search field dumps your entire database

Attacker types '; SELECT * FROM users;-- into your search bar. Names, emails, hashed passwords — exfiltrated in seconds. TLM enforces parameterized queries and input sanitization in the spec before code exists.

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Race Condition · Payment Fraud

Double-submit exploit drains your revenue

Attacker sends two payment requests simultaneously — gets the product twice, charged once. Or worse: gets a refund and keeps the item. TLM asks about concurrency, locking, and idempotency for every transaction flow.

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Supply Chain · Backdoor

Compromised npm package in your dependencies

One of your 847 dependencies ships a silent update that exfiltrates environment variables — API keys, database credentials, everything. TLM flags dependency risks, lock file changes, and untrusted packages before they enter your build.

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Authentication · Account Takeover

Session tokens not rotated after login

Attacker plants a session ID via a crafted link. User clicks it, logs in — attacker now has a fully authenticated session. Complete account takeover. TLM specs session rotation, token binding, and fixation prevention for every auth flow.

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Data Migration · Unrecoverable

Migration fails halfway — no tested rollback

Schema migration runs on prod, crashes at row 50,000. Half your data is in the new format, half in the old. No rollback was ever tested. TLM won't let you deploy a migration until the rollback has been verified on staging.

Learned from your git history

Auth edge cases — pattern detected

TLM analyzed your last 200 commits and found 4 hotfix patches to authentication flows. Now every new feature touching auth gets additional interview questions about session handling, token expiry, and privilege escalation.

Learned from unplanned work

Error handling always added retroactively

Three times in a row, error handling was added as a follow-up commit. TLM now includes failure modes, retry logic, and circuit breakers as mandatory spec items for every external integration. Automatically.

Start free. Scale with credits.

Credits are consumed as TLM works — interviews, spec reviews, commit analysis, enforcement. Use them however you want. No per-seat limits. No project limits on paid plans.

Note: You bring your own Claude Code CLI subscription. TLM's pricing covers the backend orchestration, project auditing, and the API costs for the OpenAI & Gemini review council.

🔒 Your code never leaves your project🚫 Zero cross-pollination between users☁️ All intelligence runs on TLM's cloud
Free
$0
150 credits · lifetime

Enough to build ~20-25 features on 1 project. Single AI model.

  • Full discovery interviews
  • Spec generation
  • Automated enforcement
  • Commit learning
  • Spec accuracy tracking
  • Archaeological dig
  • Multi-LLM review
  • Multiple projects
Starter
$29.99/mo
200 credits / month

~25-30 features/month. Multi-LLM. Unlimited projects.

  • Everything in Free
  • Multi-LLM adversarial review
  • Unlimited projects
  • Credit top-ups available
  • Email support
Max
$99.99/mo
2,000 credits / month

~200+ features/month. 4× Pro credits for 2× the price. Built for teams.

  • Everything in Pro
  • 4× more credits
  • Team-wide learning
  • Dedicated support

Need more mid-month? Upgrade to a higher plan anytime — pro-rated.
Enterprise? Custom metered pricing with volume discounts. Talk to us →

The same engineering quality as
Google, Apple, and Amazon.

Without hiring a single senior engineer. Join the waitlist for early access.

150 free credits included. No credit card required.