A practical, evidence-driven process for turning an idea into a shipped product: research, planning, agent-assisted implementation, browser-level verification, production closeout, and durable learning.
Find the signal before writing code
SignalSweep, web research, client docs, repo history, user interviews, competitor scans, and data-source review.
Obsidian / DB brain, Everlearn notes, AGENTS.md / CLAUDE.md instructions, and project-specific operating rules.
Confirm the actual state from code, logs, databases, live deploys, GitHub reviews, or customer-facing flows.
Define the path and the source of truth
Linear, GitHub Issues/PRs, product docs, client constraints, acceptance criteria, and explicit stop rules.
Task breakdown, dependency order, focused validation plan, deploy target, rollback risk, and client-facing handoff path.
Convert the plan into always-on execution with controlled context, review, and validation.
Linear, GitHub, client brief, or production signal.
Plan, claim, implement, verify, review, merge, close.
Per-issue files, branch, context, and evidence trail.
Codex and Claude Code read, edit, test, and explain.
Human judgment, PR review, model review, and CI checks.
Merge, deploy, update state, or create follow-up work.
Tickets carry scope, state, dependencies, acceptance criteria, and next actions.
Retry, resume, split, or hand off work without losing the thread.
Use multiple agents when tasks are independent and reconcile through shared state.
AGENTS.md, CLAUDE.md, workflow docs, tests, migrations, and deploy scripts guide behavior.
Branches, commits, PRs, review threads, status checks, and merge disposition.
Typecheck, lint, unit/integration tests, GitHub Actions, secret hygiene, and regression coverage.
Vercel logs, Cloud Run health, database rows, Stripe, Gmail, Drive, and live endpoint checks.
Summaries, screenshots, recordings, PR notes, docs, and decisions translated into plain English.
One state model, many synchronized surfaces
Code, history, PRs, reviews, CI.
Current plan, decisions, handoff notes.
Issues, projects, dependencies, status.
Runtime truth, queues, logs, customer state.
Vercel, Cloud Run, logs, health checks.
Test like a user before calling it done
Playwright, in-app browser, Chrome when user session state matters, screenshots, console/network inspection.
Codex and Claude Code run targeted tests, inspect failures, check regressions, and verify the real user path.
Close the loop in production
Vercel, Cloud Run, GitHub Actions, live endpoints, logs, scheduler health, and release-specific verification.
Merge, close, update tickets, resolve error rows, document the decision, and give the client a clear outcome.
Turn finished work into leverage
Reusable decisions, workflows, research, source notes, and project memory across Codex and Claude Code.
Built for clients who need more than code: clear thinking, current-state verification, reliable shipping, and a durable operating system for future product work.