SAM3 (Segment Anything 3) text-, point- and box-prompted segmentation on an AMD XDNA NPU: IRON kernels replayed through XRT or directly through the amdxdna…
A ReAct agent loop with a sandbox-aware tool registry, background jobs, token-aware context compaction, chat history storage, session persistence, prompt…
The script! orchestration language for lgwks_bot: indented, Python/AppleScript-like flows that expand to bounded, deadline-carrying, tenant-keyed async Rust…
Edge role of the mail4agent messenger: terminates client connections behind a TLS proxy, keeps only light rebuildable state, forwards to the core over a…
Slice 2 of the DuckDB+Parquet substrate: the shared structured read path — compile the Rós Madair Query IR to DuckDB SQL over tile-row Parquet, with exact…
The Kairos host port: one OS thread per task with a strict single-permit handoff, so a task written in C gets a REAL stack on a laptop. The shape FreeRTOS's…
Reference command-line radar over the Wickra wickra-radar-core: load a spec and a perp event stream, scan for cascade signals, print the report as text or JSON.
Reference command-line client over wickra-shazam-core: load a spec and an asset's history from CSV, index it, match the current fingerprint against the…
PROFINET IO device SDK for Windows x64: run a Windows host as a PROFINET IO device under a master (e.g. a Siemens PLC) — RT Class 1 cyclic communication, DCP…
One request and response model for every LLM provider (OpenAI, Anthropic, Gemini, xAI, Groq, Bedrock, Azure, Vertex, local servers), with visible adaptations.…