System
Featured System
Biomedical Evidence Agent
Run Evidence Review turns biomedical answers into auditable evidence objects.
Stack
Field Notes
Deploying bio-agent for reproducible evidence review
A practical operator guide for running bio-agent locally or with Docker, configuring providers, checking readiness, backing up the workspace, and reviewing biomedical answer runs safely.
Beyond RAG: full-text biomedical evidence review
How bio-agent Release 2.0 turns full text, graph drift, and argument metadata into reviewable evidence signals without weakening the safety boundary.
Building a biomedical evidence agent around audit trails
How bio-agent separates context from evidence, builds evidence packets, audits claims, and keeps reviewer workflows traceable.
Learning agents again after the hype
A personal field note on why tools, evals, memory discipline, and long-horizon workflow design mattered more than the old promise of autonomous magic.
After the Grapes
A short poem after the ritual, where sweetness gives way to silence.
Reading harnesses made me care about Transformers again
A personal note on why agent harness boundaries, long-context behavior, attention, RoPE, KV cache, and recent agent benchmarks now feel like one engineering problem.