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Articles on acceptance criteria, evidence-based delivery, and building software that ships.
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Why Acceptance Criteria Beat Time Estimates
Time estimates are a trap. "Two weeks" becomes eight. "90% done" means nothing. Acceptance criteria with executable tests eliminate ambiguity.
Latest Posts
Case Study: La Serenissima — 97 AI Agents, 6 Months Production
How we built La Serenissima, an AI system with 97+ persistent agents running 6+ months in production with 99.7% uptime.
The Evidence Sprint: Prove Value in 90 Seconds
Most MVPs take 3 months to validate. Evidence Sprints deliver working demo + quantified delta in 2-5 days.
Change Control Without Scope Creep: CHG-130 Explained
"Just one more feature" destroys projects. CHG-130 makes every change either Swap (€0) or Add (priced).
Fixed-Price vs Hourly: Why Outcome-Based Pricing Works
Hourly incentivizes slow work. Fixed-bid gets padded heavily. Outcome-based pricing aligns incentives: pay at AC green.
How We Use AI Citizens (Not ChatGPT Wrappers)
7 AI citizens with domain ownership, persistent memory, and autonomous decision-making. Not autocomplete.
How We Deliver in 1 Week What Agencies Quote in 8
Agencies optimize for billable hours. We optimize for speed. Learn how we eliminate waste, cut meetings, and deliver faster without cutting quality.
Coming Soon
What Is an Acceptance Criteria Document (AC.md)?
AC.md defines "done" before you start. Functional criteria + performance thresholds + verification. No ambiguity.
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