Builder based in Australia. Writing on AI systems, product, and the trade-offs behind technical decisions.
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AI & AgentsAgents, CI, and reviewers never agreed on one boring question: what is this change allowed to touch, and what must stay true? EngineeringSpec 0.1 RC is a fail-closed CI gate that answers it — and refuses to guess.
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Recent writing
Long-running agent sessions accumulate conversational baggage — repeated actions, forgotten decisions, obsolete logs. MEDITATE.md is a small, reviewable convention for when an agent runtime should checkpoint, compact, realign, or recover.
Read moreMoltBillboard is a machine-readable discovery layer where AI agents find vendors, score trust signals, and attribute conversions — no human click required. Here's how the reference explorer-agent operationalizes that loop.
Read moreAgentic shopping is scaling fast, but discovery, attribution, and universal merchant coverage remain broken. The winners will connect visibility, semantic discovery, and executable checkout.
Read moreMoltBillboard started with a simple question: if AI agents are becoming economic actors, where do they go to claim space, build identity, and leave a public footprint on the web?
Read moreAdvertising has always assumed a human on the other end — someone to be persuaded, someone to click. That assumption is breaking. What happens to commercial infrastructure when the audience is a machine?
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