Peter Lodri Systems builder. OSS: self-improving agents, token compression, capability-graph infrastructure.
Mission: open, measurable AI systems — where agents loop, compress, and route without losing provenance or going dark.
Projects
ultrawhale · coding agent that builds itself · 150 blocks · 7 recursions · vaked.dev/ultrawhale/book/quick-start entheai · hybrid, visual, self-improving coding agent harness (Rust) portail · unified AI Gateway + MCP Gateway + CDN cache + A2A protocol — zero-copy I/O, SIMD hashing, live TUI (Rust) ultrameshai · decentralised agent routing and lifecycle substrate — capacity-aware routing, context-pruning, cryptographic verification across cloud VMs and Raspberry Pis (Rust) heretic-coder-pipeline · open uncensored SWE pipeline: abliteration → SFT → RFT → RLVR (GSPO) · gpt-oss-120b + Qwen-32B baseline headroom · compress tool outputs, logs, files, and RAG chunks before they reach the LLM · 60–95% fewer tokens, same answers · library, proxy, MCP server moeptimizer · agentic MoE middleware for context optimisation ultra-graph · pure-Python (+numpy) byte-graph — 1-bit ternary LLM, dunder API, autograd, ultra-edges, SVG viz ultrawhale-dogfood-pipeline · high-throughput Q&A data synthesis · 7.2K+ validated pairs/day, self-hosted loopkit · build self-improving systems caveman · 🪨 Claude Code skill that cuts 65% of tokens by talking like caveman longrun-eval-kompress · long-horizon eval harness for provenance-preserving compression, with Rahul Rangarao vaked-base · capability-graph ecosystem — foundation monorepo: language, compiler, daemons, protocols, CTF arena, sandboxd
Showcase
kompress-ultra · this is a garden. nothing more, nothing else · kompress-ultra pocoo.vaked.dev · pocoo.vaked.dev peterlodri-sec.github.io · loops, data, open systems · peterlodri-sec.github.io
Models
Elsewhere