Hey, I'm @roger_creator 👋
Technical founder based in Australia. I build AI-powered products at Axislabs and I'm CTO of Thoroughbreds.ai.
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Recent posts
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The Agent Trust Budget You Do Not Measure
3 June 2026AI agents earn trust in small deposits and lose it in large withdrawals. This is the trust budget — and most teams are operating near zero without knowing it.
5 min read
Day 26: Make the Review Path Smaller
3 June 2026Day 26 of the 60 Day OSS Sprint: lockstep, airgapquery, and policydiff all push agent work toward the same discipline - shrink the review path before asking anyone to trust the output.
7 min read
Day 27: Context Has to Travel
3 June 2026Day 27 of the 60 Day OSS Sprint: ctxquilt, secretshape, and smokegrid all point at the same agent workflow problem - context, secrets, and smoke evidence need portable shapes before speed can compound.
7 min read
Day 28: Evidence Needs a Shape
3 June 2026Day 28 of the 60 Day OSS Sprint: repocapsule, agenthandoff, and rundossier all converge on one rule - agent work is only as trustworthy as the evidence shape it leaves behind.
6 min read
Agent Input Contracts Beat Output Polish
2 June 2026AI coding agents get safer and faster when the work starts with explicit inputs: scope, permissions, fixtures, proof requirements, and review contracts instead of prettier final summaries.
5 min read