For teams shipping with AI coding agents

Ship AI-generated code faster without losing review control.

A focused audit for one AI-assisted development workflow: PR review checklist, agent handoff rules, trace log, human approval gates, and a 7-day rollout plan.

Request a workflow audit View proof of work

1 workflowclear scope first

5 artifactstemplates your team can use

7 daysrollout plan, not theory

Human gatesapproval before risky actions

Proof of work

Templates and examples visitors can inspect before they contact you.

These public artifacts make the offer tangible: buyers can see the review system, handoff format, trace log, and approval gates before booking a paid diagnostic.

Guardrails Toolkit

A public toolkit with templates for AI PR reviews, agent handoffs, trace logs, and human approval gates.

Open toolkit

AI PR Review Checklist

A concrete checklist for reviewing AI-generated pull requests without relying on the agent's summary.

View checklist

Workflow Risk Map

A sample audit output showing review fatigue, ownership gaps, side effects, and the first guardrail to add.

View sample

The paid problem

Your bottleneck is not AI code generation. It is trust.

AI agents can write code, open PRs, run commands, and chain tasks. The expensive part starts when nobody can quickly answer what changed, why it changed, who owns the risk, and which steps require a human before they run.

Review fatigue

Developers spend more time reconstructing agent intent than reviewing the actual diff.

Unsafe automation

Local scripts, CI jobs, or agent tools can mutate state before an owner approves the risk.

Weak handoffs

Multiple agents touch the same workflow without clear ownership, evidence, or stop rules.

What you receive

A focused guardrails package, not a vague AI strategy deck.

Audit

Workflow Risk Map

One repo, one agent workflow, one clear map of review, handoff, command, data, and approval risks.

Best for teams already using Codex, Claude Code, Cursor, GitHub Copilot, or custom agent scripts.

Kit

Reusable Templates

PR checklist, trace log, agent handoff template, human-approval gate map, and review notes your team can copy into its process.

Designed to be adopted by engineers, not admired in a slide deck.

Plan

7-Day Rollout Plan

A short implementation plan with stop rules, owners, and the minimum automation needed to make the workflow safer.

The goal is fewer risky surprises and faster review cycles.

Offer

Start with one paid diagnostic before committing to a larger sprint.

US$500Starter diagnostic for one repo or one AI-assisted workflow.
US$1,500Diagnostic plus custom templates for your current review and agent handoff process.
US$2k-6kImplementation sprint for teams that want the guardrails wired into docs, PRs, and automation.
RetainerMonthly review for teams scaling AI-agent workflows across more repositories.

Why this is specific

This offer is based on observed workflow problems around AI coding agents: review friction, unclear command boundaries, weak handoffs, and missing approval gates. The diagnostic turns those risks into concrete review rules and templates.

Scope: One workflow first
Evidence: Templates and risk map, not theory
Safety: Human approval before public outreach or account actions

Request

Send the workflow you want audited.

Share the repo, PR flow, agent setup, or automation boundary that feels hard to review. I will reply with whether it fits a focused diagnostic.