» Tag
llm
5 posts«24–Aug 30, 2026
SIMURG: Real-Time Guard Stops LLM Decoding Corruption Mid-Stream
SIMURG is a numpy-only real-time monitor that detects and aborts LLM decoding corruption mid-stream, with zero training and conformal calibration.
Restore LLM Inference Capacity Quickly with Shadow Engine Recovery in NVIDIA Dynamo
NVIDIA Dynamo's shadow engine recovery allows rapid restoration of LLM processes after failures.
Cross-vendor byte-identical inference for a 72B LLM (AMD MI300X vs. Nvidia H100)
A new protocol enables byte-identical outputs from a 72B LLM using AMD MI300X and Nvidia H100.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comRed-Team LLM Tools for Simulated Actions
The CoT Red Team Agent evaluates LLM and agent behavior. Use the open-source CLI and Python API for security testing.
Stigmergy: A Karpathy-Style LLM Wiki for Teams
Stigmergy introduces a team-focused LLM wiki inspired by Karpathy's concept, enhancing collaboration.