Skip to main content

Blog

Recent posts

Leverage Record: March 25, 2026

Twenty-nine tasks. A different texture from the previous two days. Instead of patent sprints, March 25 was a hardening and shipping day: security audits across five services, a full deployment readiness audit covering 27 repositories, a complete newsletter service built from scratch, and an autonomous learning orchestrator that spanned the engine layer and all three client platforms.

Read more

Leverage Record: March 24, 2026

Thirty-nine tasks. The theme of the day was patent implementation at industrial scale: nine new patent applications implemented as working code (180 claims, 10,789 lines), followed by porting those features to Electron desktop and iOS native. Two full platform deployments (issue tracker and analytics platform), a static marketing website, and a patent portfolio resequencing across 25 applications rounded out the session.

Read more

Leverage Record: March 23, 2026

Sixty-one tasks. A new single-day record by a wide margin. The bulk of the work fell into patent portfolio operations: drafting new applications, implementing claims in the engine, resequencing references across multiple repositories, and hardening prior art sections. Alongside that, 975 lab definitions generated for certification domains, a full product marketing website built from scratch, a consulting site migration, and an analytics platform stood up end to end.

Read more

Leverage Record: March 22, 2026

Fifty-two tasks. The heaviest single-day task count in this series. Patent claim implementation, traceability mapping, exam format overhaul, enterprise SSO, notification infrastructure, unit test generation, and a full portfolio resequencing. A launch readiness day.

Read more

Leverage Record: March 21, 2026

Twenty-nine tasks. A big architecture and patent day on the engineering side, with novel editing and documentation sync rounding out the mix. The architecture-to-code gap closure at 288x and domain spec generation at 240x drove the top of the board. Two long-running compute tasks (tribunal validation and synthesis generation) dragged the weighted average down to 20.9x despite the high-leverage work above them.

Read more

Leverage Record: March 20, 2026

Eleven tasks across patent drafting, novel scene writing, worldbuilding assets, and documentation sync. The patent application at 160x carried the day. The rest was a mix of creative writing and content management for a novel in final preparation.

Read more

Leverage Record: March 19, 2026

A light day. Six tasks, mostly cross-platform feature syncing and domain specification writing. The last day of spring break, wrapping up loose ends before heading home.

Read more

Leverage Record: March 18, 2026

Thirty-two tasks, mostly editorial. The bulk of the day went into preparing a novel manuscript for publication: em dash reduction, copy editing, line polishing, structural fixes, foreshadowing passes, and a comprehensive publication readiness checklist. The engineering side contributed lab generation, a dashboard redesign, and cross-platform feature work. The weighted average leverage factor dropped to 19.2x, the lowest daily average I have recorded in this series. Editorial polish is where AI leverage compresses toward its floor.

Read more

Leverage Record: March 17, 2026

Fifty-one tasks across two major workstreams: product engineering and a novel manuscript revision. The engineering side built an admin command center from scratch, stood up a notification service, implemented OIDC auth across three platforms, and continued generating domain specifications and lab definitions at scale. The novel side took a 92K-word manuscript through multiple structural revision passes down to 68K words, then produced a full screenplay adaptation. Happy St. Patrick's Day.

Read more

Leverage Record: March 16, 2026

Twenty-one tasks split between two very different workstreams: a full editorial pass on a 92,000-word novel manuscript and continued buildout of an interactive lab platform. Spring break, but I carved out a full day at the keyboard. The novel work alone would have taken a human editor weeks. The lab generation continued at its usual blistering pace.

Read more