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upvoted an article 21 days ago
DeepSeek-V4: a million-token context that agents can actually use
repliedto their post about 2 months ago
New write-up: Tandem is an engine-first local agent runtime in Rust (Desktop + TUI), Plan Mode diffs, Multi Agents, and local memory. Would love feedback from HF builders. https://dev.to/tacshade/i-built-an-agentic-ferrari-in-rust-and-nobodys-driving-it-57fe
posted an update 3 months ago
Prototype/proposal repo: https://github.com/frumu-ai/trace-share Goal: an opt-in Rust CLI that ingests local coding-agent logs (Codex/Claude/VS Code agents), scrubs secrets/PII locally (gitleaks + deterministic redaction), and exports structured “episodes” intended for OSS model training (SFT + tool-use traces). Status: local-only right now (uploads nothing). Missing pieces are: a home to publish versioned dataset snapshots (JSONL/Parquet + manifests/checksums), and an optional vector index for search/dedupe/curation. Hugging Face is the most natural distribution channel because the end product is a Hub Dataset (versioned downloadable snapshots). I’m looking for direct Hugging Face support (recommended dataset layout + publishing workflow, and ideally storage/bandwidth support as releases scale). Scale ref: ~700MB raw Codex logs → ~36MB sanitized export.
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