AI Coding Workflow Diagnostic
Built for technical founders, CTOs, and small engineering teams (2 to 15 developers) using Claude Code, Cursor, Windsurf, or GitHub Copilot who want repeatable repo rules, safer PR velocity, and predictable token spend.
PILOT PRICING (HYPOTHESIS)
AED 750–1,500
Approx. USD 204–408 · One-time diagnostic
Transparent pilot pricing: This range is our initial pilot pricing hypothesis, scaled by repository count and team size within a strict 2–3 hour total delivery budget.
- 30-minute repo & workflow preparation
- 90-minute live diagnostic review
- 1–2 page written priority recommendations memo
- Hands-on implementation quoted separately
BOUNDED ENGAGEMENT ARCHITECTURE · 2–3 HOURS TOTAL
How the 90-Minute Diagnostic Works
STAGE 01 · ~30 MIN
Repository & Workflow Pre-Read
Before the call, we review your intake notes, current CLAUDE.md or editor rule files, model/tool subscriptions, and a representative pull request or workflow bottleneck.
STAGE 02 · 90 MIN
Live Working Diagnostic Session
A focused 90-minute session with your founder, CTO, or lead engineers auditing task decomposition, context hygiene, verification loops, PR review guardrails, and API/seat cost drivers.
STAGE 03 · ~30-60 MIN
Priority Recommendations Memo
Delivered within the bounded 2-3 hour total engagement cap: a concise 1-2 page written memo ranking the highest-leverage fixes for your repo rules, hooks, and tool spend.
CLEAR DELIVERABLE BOUNDARIES
Diagnostic Scope vs. Separate Implementation
- CLAUDE.md & rules audit: Identifying missing architectural constraints, test commands, and context traps in your current repo instructions.
- Verification & PR guardrails review: Where to place deterministic lint/type/build checks and branch protection rules so agents cannot merge broken code.
- Tool & API cost allocation: Practical guidance on pairing subscription seats (Claude Max, Cursor Pro, Copilot) with pay-per-token API usage.
- 1–2 page written action memo: Prioritized checklist your team can implement immediately after the session.
- Hands-on rule & hook authoring: Writing custom repository rules, pre-commit hook scripts, or MCP integrations across your repositories.
- CI/CD pipeline engineering: Implementing GitHub Actions workflows, automated PR review bots, or staging deployment gates in your codebase.
- Multi-session team workshops: Live hands-on training cohorts or ongoing advisory retainers beyond the single 90-minute session and memo.
If your team wants hands-on implementation after reading the diagnostic memo, we scope and quote that follow-up work separately based on the findings.
DIRECT ENQUIRY
Request a Diagnostic Slot
We review every enquiry personally to confirm your stack and problem fit the bounded 2–3 hour diagnostic before scheduling or invoicing.
DIRECT EMAIL
hello@vibecoding.aeALTERNATE CHANNELS
See all contact options on our Contact page.
EMAIL BRIEF BUILDER · HELLO@VIBECODING.AE
Prepare Your Diagnostic Enquiry Brief
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Start With Our Free CLAUDE.md & Agent Hooks Guides
Not ready for a live team diagnostic? Our repository rule patterns, pre-commit hook examples, and verification loops are published in full across our free technical guides. We are also considering packaging a reusable starter kit in a future release.
STARTER KIT UPDATES
Want to be notified if we release a downloadable rules and hooks starter kit in the future? Send a quick note via email or join the free weekly newsletter.