security
Healthcare runs on data. But the way we handle that data is broken. Every BAA and SOC 2 certificate only proves you had a policy — not that it was enforced at runtime. pap:// replaces assumed trust with cryptographic proof.
Jul 06, 2026
6 min read
engineering
Every agent framework treats every step the same way: send it to an LLM. You end up paying inference cost and latency for work a fifty-line function would do faster, cheaper, and deterministically. That's not a tooling gap — it's a missing primitive.
Jul 06, 2026
7 min read
engineering
PAP ships eight agents that will never make an inference call. Not because they're simple, but because they don't need one. The work is structural: typed input goes in, a different typed shape comes out, deterministically, every time.
Jul 06, 2026
9 min read
general
In March I argued that the token economy is long distance minutes. That the infrastructure shift was coming and the metering model would become indefensible the same way per-minute billing did once…
Apr 28, 2026
7 min read
general
We open-sourced the AWS AI Agent Bus. People use it. We used it. We get messages from teams running it and need help. This is a honest post about it all, and what we learned. The Part That Worked The…
Apr 26, 2026
5 min read
general
The word "agent" did not come from AI. It came from law. A principal authorizes an agent to act on their behalf. The agent's acts bind the principal. The principal is liable for what the agent does…
Apr 25, 2026
11 min read
general
The first post introduced the Principal Agent Protocol and walked through the proof-of-concept examples. The protocol primitives work. The question that matters now: what would you actually build…
Mar 14, 2026
10 min read
general
Every agent-to-agent protocol currently in development was designed to serve platform operators, not human principals. A2A authenticates agents as platform entities. ACP focuses on enterprise…
Mar 13, 2026
6 min read
advisory
AI vendors are selling token economies the way telcos sold long distance minutes. Right before the infrastructure made the metering model indefensible. Here’s what comes after it. --- That pattern…
Mar 12, 2026
8 min read
code
Open up Claude Code on a new project and start prompting. It'll work. You'll get code, suggestions, refactors. But watch closely and you'll notice something: Claude is making assumptions everywhere.…
Mar 02, 2026
8 min read