https://cognaptus.com/tags/tool-using-agents/ Recent content in Tool-Using-Agents on Cognaptus Hugo -- 0.145.0 en-us Mon, 02 Nov 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-11-02-from-agent-traces-to-steering-signalswithout-finetuning/ Mon, 02 Nov 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-11-02-from-agent-traces-to-steering-signalswithout-finetuning/ REVEAL shows how successful and failed frontier-agent runs can produce activation controls for smaller models, with promising benchmark gains but untested generalization.