PROFESSIONAL SERVICE

AI Coding Diagnostic

We've built 1.1M lines with AI assistance. Let us show you what's holding you back—and how to fix it.

WHAT YOU GET

What's Included

  • ✓
    Problem Identification

    We assess which of the 7 problems impact your workflow most severely, with specific examples from your codebase.

  • ✓
    CLAUDE.md Redesign

    Your current instructions probably get ignored after 2-5 prompts. We redesign them with multi-layer enforcement that actually holds.

  • ✓
    Spec-Driven Verification Setup

    YAML specs that define exactly what 'done' means. AI can't claim completion until verification passes.

  • ✓
    Guardrail Configuration

    Pre-commit hooks, forbidden pattern checks, and bypass logging—enforcement that works at infrastructure level.

  • ✓
    30-Day Check-In

    We follow up to see what's working, what needs adjustment, and how your metrics have improved.

CHF 5,000

Diagnostic Only

Request Diagnostic

Results in 1 week · 30-day check-in included

HOW IT WORKS

The Process

1

Discovery Call

30-minute conversation about your current workflow, pain points, and goals. No pitch—just understanding.

30 min
2

Codebase Review

We examine your AI interactions, CLAUDE.md files, development patterns, and pain point severity.

2-3 days
3

Diagnostic Report

Detailed assessment with prioritized recommendations, implementation guide, and benchmark comparison.

1 week
4

Implementation Support

Optional: We help you implement the guardrails, verify they hold, and train your team.

2-4 weeks

FAQ

Common Questions

How do I know this actually works?

We've used this methodology to build 1.1 million lines of production code across two major versions. 98/100 audit score, 9,309 tests passing, 57,338 evolved patterns with 100% context restoration.

Is this just another CLAUDE.md template?

No. Research shows CLAUDE.md alone gets ignored after 2-5 prompts. We implement multi-layer enforcement: CLAUDE.md + pre-commit hooks + automated verification + bypass audit trail. The system won't let completion be claimed until verification passes.

How long does it take?

Diagnostic report within 1 week of codebase access. Full implementation typically 2-4 weeks depending on codebase complexity and team availability.

What if it doesn't work for our use case?

The methodology is proven across 400,000+ lines of v2 code with 58 PRs and zero architectural violations. If our guardrails don't hold for your specific use case, we'll tell you exactly why—and refund the diagnostic fee.

Which AI coding assistants do you support?

Claude Code, Cursor, Aider, GitHub Copilot, and direct API usage. The methodology is AI-agnostic—it works by enforcing verification at infrastructure level, not by depending on any specific model's behavior.

Do you need access to our codebase?

For the diagnostic, we need read access to review patterns and identify problems. We can work with anonymized samples if full access isn't possible. All access is covered by NDA.

Ready to fix your AI coding workflow?

Limited availability—we take 3-4 diagnostic clients per month to ensure quality.

Request Diagnostic