54 results
CWL — Context Window Lifecycle for DeepSeek Harness: structured context eviction (arXiv:2606.11213). Graduated, deterministic, zero-LLM eviction of exploration/action episodes when context pressure exceeds budget — no summarization lossiness, no hallucination, user messages never evicted.
Diagnose DSH plugin lifecycle state, live effects, and teardown outcomes
DSH plugin: manages the Windows llama-server.exe model lifecycle (start / stop / switch / recover) behind a stable OpenAI-compatible gateway, with graceful Ctrl+C shutdown that actually frees VRAM.
Site controller for DeepSeek Harness: register websites/HTTP services and manage their lifecycle, git, and release-based SSH deploys — with server probing, stored deploy scripts, rollback and scheduled publishing.
Pi coding agent as a lifecycle-owned Cordis runtime plugin for ACRYL.
DeepSeek Harness custom integration for Herdr (terminal workspace manager): reports agent lifecycle state via `pane report-agent` so Herdr tracks dsh/cc-tui panes as first-class agents.