5 days later, DocPull 5.5 is live v5 made the boundary explicit: local first, open signals second, paid/provider escalation only when chosen v5.5 makes the output more useful: typed local context packs for brand profiles, styleguides…
Shipped DocPull 5.5 with brand, styleguide, product, schema, image, screenshot, and search packs for local-first agent context.
A policy-guided regression-testing and stack-audit framework for governed LLM data-agent stacks, with DataPolicyDriftBench, detector-frozen suites, clean controls, scanner traces, privacy and terms document checks, prompt-manifest audit…
Published deterministic policy-drift regression tests for LLM data-agent stacks, with paper, artifact kit, scanner, and package links.
docpull 5.5.0
PolicyStrata 1.0.0
PolicyStrata 0.1.6
PolicyStrata paper and artifact kit (2026-06-26)
PolicyStrata is public as a paper PDF, reproducible artifact kit, and GitHub release for cross-layer policy drift testing in LLM data-agent stacks.
DocPull has over 14k downloads and today's v5 release is its biggest yet I designed it for agentic research workflows and loops where fresh web context is only useful if the evidence behind it is inspectable…
DocPull 5.0 turns web capture into a local-first evidence workflow: collect source-grounded context, enforce zero-dollar runs, preserve artifacts, and make provider or cloud escalation explicit.
Last week, Google Cloud introduced Open Knowledge Format (OKF) as a portable knowledge format for agents.
I built a free, open-source web retrieval tool that runs fully local — no paid APIs, no per-query spend.
Google Cloud introduced the Open Knowledge Format as a portable Markdown knowledge layer. DocPull 4.3.0 emits OKF bundles for public web pages, docs, help centers, changelogs, and product sites.
A context-free grammar forces GPT-5's decode to stay inside a safe SELECT subset at every token — not prompted, structurally enforced.
A provider-routing matrix comparing DocPull core with provider-assisted paths across eight targets: one router policy, the best path per target, reliability and cost, with full methodology in the appendix.
NPM's supply chain problem is not going to go away. Socket flagged a TanStack brand-squat this week. 84 packages affected. What to actually do: set a minimum release age, harden Bun installs with trusted…