About tokensift

tokensift turns raw terminal, VS Code, and CI error output into compact debugging briefs for Codex, Claude Code, ChatGPT, OpenCode, and other coding agents.

Raw development logs often bury the root cause under progress bars, repeated warnings, dependency frames, cached layers, wandb/NCCL chatter, and CI noise. tokensift keeps the debugging signal and folds the token-eating junk.

Supported failures

• Python tracebacks and pytest failures
• CUDA / PyTorch out-of-memory errors
• TypeScript, npm, Vite, and Next.js build errors
• Docker build failures and generic terminal logs

Principles

tokensift is fast, privacy-aware, and deterministic. The backend-hosted deployment stores Sift submissions in a private first-party SQLite database for diagnostics, and it does not require a login or LLM API call.