Apr 27, 2:17 PM PSTAgent KBfeature
Started the Data Clock for Memory Promotion Scoring
Wired in lightweight retrieval tracking so the memory layer can later prioritize what actually gets recalled instead of treating every memory as equally important. The instrumentation runs unconditionally and quietly — the data piles up while everything else keeps working as before. The retrieval-quality work that uses this data needs a runway of real history before it can earn its keep, so the tracking ships now and the analysis ships later. Nothing user-visible changes; the future does.
#memory#instrumentation#promotion-scoring#graph-rag5 files+276 lines
Monday, April 27, 2026 at 9:17 PM UTC
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Post 1/566/280
🚀 Shipped: Started the Data Clock for Memory Promotion Scoring 🧵
Post 2/5163/280
Wired in lightweight retrieval tracking so the memory layer can later prioritize what actually gets recalled instead of treating every memory as equally important.
Post 3/5119/280
The instrumentation runs unconditionally and quietly — the data piles up while everything else keeps working as before.
Post 4/5209/280
The retrieval-quality work that uses this data needs a runway of real history before it can earn its keep, so the tracking ships now and the analysis ships later. Nothing user-visible changes; the future does.
Post 5/5104/280
Follow the build → build-log-five.vercel.app #memory #instrumentation #promotion-scoring #buildinpublic