I write about papers and books I'm reading, and things I'm building, on my blog here.

Reach me on X

• REA: Reverse Engineer Anything - One CLI and MCP server that lets coding agents inspect any app, understand how it works down to the binary level, and recreate features for your own product.
• Preference - Research-driven data infrastructure for trading agents.
• LeanToken - CLI + MCP to cut token costs for coding agents through context engineering. Indexes your code so agents see only what they need.
• GitContribute - Local-first research workbench for discovering, investigating, and preparing focused GitHub contributions with evidence.

• gstack - #1 outside contributor; project-local /browse install hardening and setup fixes.
• Model Context Protocol - TypeScript SDK packaging fix for CommonJS validator exports and Ajv.
• RepoPrompt - Context Builder model selection, agent-mode and tool-card reliability, workspace model drift cleanup, test harness hardening against hangs and waiter leaks, and hosted-app/XCTest sharding.
• DeepSeek Agents - DeepSeek integration guides.
• Flash Linear Attention - Split attention decode output offset fix.
• Qwen Code - Config validation for fractional session and tool-call limits, max-token continuation rollback, MCP read-only auto-approval trust enforcement, and malformed tool result display resilience.
• Hermes - Cron scheduler double-execution prevention and credential-pool failover fix for provider auto-detection.
• x-JEPA - Correctness fixes across the JEPA training and planning stack: Wasserstein midpoint targets, unimodal Beta policies, goal/state token alignment, SIGReg dtype handling, and discrete planning action indices.
• OpenClaw - Shared phone identity canonicalization, Signal/iMessage routing fixes, WhatsApp normalization coverage, stale-chunk recovery unblock, subagent registry resurrection prevention, and heartbeat responsiveness with large commitment queues.
• Mooncake - RDMA completion resource validation, cross-thread SHM relocation mapping lifecycle, and NVMe-oF task batch rejection with cuFile completion correlation.
• Vibe-Trading - Codex OAuth init/default-model fixes and CLI resume prompt input preservation.
• Magpie - Fallible JSON parsing across FFI, runtime, codegen, semantic analysis, and web lowering.
• gitcrawl - Portable store worktree verification to prevent local database misclassification under stray Git metadata.
• UniRL - Sampling fix to make omitted autoregressive top-k unrestricted.
• HarnessGym - Benchmark correctness fixes for result parsing, activation reporting, and artifact quarantine.