Autonomous agents for the hardest engineering.

Open-source EDA is now good enough to ship real silicon, but the toolchain is wide, fragmented and unforgiving — a single RISC-V core can need 15+ invocations across 8 tools, each with its own flags and log format. Xenon puts a team of Claude Code agents in charge of that toolchain: they read synthesis reports, parse timing violations, and edit RTL to fix them. A checkpointed step pipeline keeps every artifact reproducible, and an MCP server exposes the whole flow to agentic IDEs.

Azmuth extends the standard RV32IMC instruction set with custom Xcew instructions for edge AI. An Expression-ML pipeline evaluates exp/ln/sub with a memoization cache and DAG-based common-subexpression elimination; a spiking-neural-network array uses time-to-first-spike encoding with STDP learning; and a ReRAM non-volatile-memory controller adds wear-leveling and ECC. Deterministic, constant-time policy execution guards against timing side-channels, while per-tile power orchestration handles sleep/wake and body-bias control.

Maisha is the free, vendor-neutral alternative to the paid compliance workflow that tools like Polyspace, Helix QAC and Coverity sell: the agentic fix loop, verification gate, deviation and audit-evidence workflow, and author-time guidance. It runs on free engines (cppcheck + clang-tidy) or layers on top of a qualified engine you already own via SARIF. It is a workflow orchestrator and audit-trail layer — not a qualified detection engine, and honest about it. Named for the Swahili word for 'life' — because this is the code that flies planes and runs medical devices.