Stele on Yonk-Labshttps://yonk.dev/tags/stele/Recent content in Stele on Yonk-LabsHugo -- gohugo.ioen© 2026 Yonk-LabsTue, 02 Jun 2026 00:00:00 +0000Reading the Big-Ass Grid: A Field Guide to Our RAG Bake-Offhttps://yonk.dev/blog/reading-the-grid/Tue, 02 Jun 2026 00:00:00 +0000https://yonk.dev/blog/reading-the-grid/A 150-row benchmark grid looks like the output of a robot having a stroke — until you know the three things each row tells you. A field guide to reading our RAG bake-off: read the parametric floor first, decode the system and lane columns, and ask the only two questions that matter — is it right, and what did it cost?What Actually Moves RAG Accuracy (And What I Spent A Week Measuring Wrong)https://yonk.dev/blog/what-actually-moves-rag-accuracy/Mon, 01 Jun 2026 00:00:00 +0000https://yonk.dev/blog/what-actually-moves-rag-accuracy/One failing LoCoMo question turned into a cross-corpus, multi-system benchmark — and a pile of retracted conclusions. Small-N runs lie, cross-vendor numbers are rarely apples-to-apples, and a correctness bug will impersonate an architecture win every time. Run the no-context baseline, 6x your sample, and diff the bytes that reach the model before you trust any RAG number.Stele Tutorial: Five Minutes, Then Your Agent Remembershttps://yonk.dev/blog/stele-tutorial-five-minutes-then-your-agent-remembers/Sat, 23 May 2026 00:00:00 +0000https://yonk.dev/blog/stele-tutorial-five-minutes-then-your-agent-remembers/The hands-on follow-up to the why-I-built-it post. Real commands, real outputs: install Stele, wire it into your agent, store artifacts with citations, supersede facts, time-travel with as_of, stash oversized tool output, and run recall through two strategies. Five minutes to install, the rest is just typing.Stele: The Memory Layer I Couldn't Stop Buildinghttps://yonk.dev/blog/stele-the-memory-layer-i-couldnt-stop-building/Thu, 21 May 2026 00:00:00 +0000https://yonk.dev/blog/stele-the-memory-layer-i-couldnt-stop-building/I said the implementation needed another quarter. Three weeks later I’d shipped Stele — source-backed, time-traveling, sovereign agent memory that plugs into seven coding assistants. What it does, the three goals driving it, what’s solid on main, and what’s still wobbly. The honest version, including the parts that aren’t built yet.