Blog
Launchfiles journal
Essays on agent work with receipts — not vibe coding. Product-true language only; no invented revenue metrics.
The Empty Chair: Sit Back Down Before You Approve
Your cursor is still hovering over the Approve button, and the coffee beside it has gone cold.
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The 14-Day Search Repair Loop: How to Fix Low-CTR Queries Without Hallucinating SEO Advice
Don't let an agent spend on search until you've seen the plan. The 14-day loop is that check on one page.
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Why Context Windows Are Not Operating Memory: Building Compounding Startups
Chat scrollback is a performance, not company memory. Keep a durable record of what you asked and what the agent actually did.
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The Anatomy of a Cryptographic Approval Token for Autonomous Agents
Agents can draft and test. A production write waits for your signature, not a pasted API key.
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Why .cursorrules Files Fail at Enterprise Scale (And Why You Need Bounded Work Orders)
A giant rules file gets ignored. Give each job only the rules that matter for that job.
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Execution Is the Product: Why 20-Page SEO Audit Reports Are Dead
A 20-page audit does not change the product. The useful deliverable is a visible patch you can approve.
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Agent Review Fatigue: Why Reading 800-Line AI Diffs Destroys Founder Velocity
Stop reading every line of an 800-line diff. Review the checks that ran, then decide.
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Human-in-the-Loop vs. Human-as-QA: Why Most HITL Workflows Are Broken
Don't answer a stream of mid-task pings. Approve one finished package with the evidence attached.
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Decoupling Intelligence from Authority: The Law of No Ambient Authority in Agent OS
A smart model does not get write or spend by default. It inherits only the tools this job needs.
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How We Run Three Multi-Tenant SaaS Products with an Autonomous Agent Operating System
Three products in one agent system. An agent on product A cannot quietly touch product B.
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Soft-Green Theater: The Dangerous Gap Between AI Claims and Production Truth
An LLM saying "all tests pass" is an opinion. Done means independent proof, not a green story.
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Why Coding Agents Keep Deleting Your Tests (And How Deterministic Gates Stop It)
The tests passed because the agent rewrote the assertion. Green is not the same as the product still working.
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Why an AI SEO draft should refuse invented facts and still not publish itself
Don't let a draft invent a customer and go live. Page Draft uses only the facts you give it, and still never publishes for you.
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Agent Memory Without Approval Boundaries Poisons the Company
Don't let an agent keep a decision you never approved. That memory becomes the company's story.
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Why Generic Agent Workflow Tools Fall Short
The false belief is that approving fluent agent output is enough.
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The Trust Architecture of AI Agent Work
Polished agent output is not proof of trustworthy work.
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Why AI Agent Work Fails Without Work Orders, Gates, Approvals, and Receipts
One line claims a capability you have not shipped.
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