October 2026
ColGrep-Agent: Cutting Frontier Coding Agents’ Tokens by a Third
Introduces a compact code-localization agent that uses semantic search to pinpoint relevant files and line ranges, helping coding agents explore repositories with fewer tokens.
August 2026
GLInt: Geometry-Matched Hard Negatives for Late-Interaction Retrieval
A field report on multi-vector mining, MaxSim geometry, knowledge distillation, and the experiments that did not work.
August 2025
The “Wait, What Was I Researching Again?” Guide to Research
A practical guide to staying organized and focused during the research process, even when things get overwhelming.