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llm
13 postsHarness Engineering: Anatomy of 11 Production Coding Agents
A source-code audit of 11 coding agent harnesses reveals shared architecture, 29 design patterns, and the shift from tool to platform in 2026.
Prime Agent Rewritten in Rust by a Swarm of 2,000 AI Agents
Prime Agent's TypeScript codebase was rewritten in Rust by 2,000+ autonomous AI agents across 10,000 sandboxes, improving speed and architecture.
Sub-1-Bit LLM Compression: A New Approach via Latent Factorization
The LittleBit Project enhances language model efficiency through sub-1-bit compression.
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.comVosti: Specifying, Implementing, and Verifying Deterministic LLM Inference
Vosti is an inference engine ensuring deterministic outputs in LLM systems, achieving performance and formal verification.
Flux: Compile an LLM to Your Hardware and Serve It
Flux creates the optimal plan for LLM inference on your hardware.
Classifying Emails with Jev and the OpenAI Decisions API
Abnormal tested Jev and the OpenAI Decisions API for email classification. Results provide valuable insights for engineers.
Arrowproof: Verify LLM-Generated Architecture Diagrams Against Code
Arrowproof verifies architecture diagrams drawn by LLMs against actual code imports.
Improving 25 Square Packing Upper Bounds Through Evolutionary LLM Search
Explore how LLM-driven evolutionary search broke 25 square packing records. Discover new methods and algorithms used in this innovative process.
Full-fabric VHDL LLM Inference Engine: Runs Qwen3.5-class
The full-fabric VHDL LLM inference engine runs Qwen3.5-class transformer inference on FPGA.
Enhance Your LLM with DSLs
Boost your LLM's efficiency with DSLs. Explore effective data manipulation and continuous improvement strategies.