Sr MLE @ Pacers Sports | 21 years of OSS contributions | Research @ Durability, Mass Agent Orchestration, Kernel Optimization
Open-source projects and research · LinkedIn · Portfolio · Portable LLM Wiki
Sr MLE @ Pacers Sports | 21 years of OSS contributions | Research @ Durability, Mass Agent Orchestration, Kernel Optimization
Open-source projects and research · LinkedIn · Portfolio · Portable LLM Wiki
Provider-neutral control plane for durable-state agent swarms: subprocess workers, leases, artifacts, memory, and deterministic stitching.
Mirai S (Qwen3.8-27B-S trellis GGUF) on a 12 GB RTX 4070: 262k q8_0 tiered cache, MTP drafting at every depth, harness-proofing, the layer; receipts.
Bonsai 2 27B: 262k context (trained max) on 12 GB, 54 to 97 tok/s decode, 2x prefill, q8_0 KV recipe, grammar tool calls 9/9. Same ternary weights. Windows bundle + receipts.
Marionette: an agentic harness built on top of Puppetmaster durable state architecture.
Vendor-neutral, LLM-maintained personal-context wiki. Markdown in your git, queryable by any LLM (HTTP API + MCP server). v0.7 prototype.
How durable state, query-first retrieval, bounded context, and artifact reuse reduce agent usage
Python 8