AI tool

A focused article-style site arguing for domain-specific languages in LLM workflows, with concrete examples around structured extraction, validation, and pricing rules.

An arXiv paper on reducing LLM inference cost for web automation by compiling browser tasks into a deterministic JSON workflow and executing them without repeated model calls.

A monthly briefing on agentic coding developments, covering model releases, benchmarks, tool updates, and workflows for engineers and technical leaders.

A GitHub-hosted guidelines file for AI coding assistants used in Stanford CS336. It tells assistants how to help students with debugging, explanations, and feedback while avoiding direct solutions or code generation.

A Claude Code stop hook that detects negative feedback in the conversation transcript and plays a random local sound from a folder, with a fallback voice prompt if no sound files are present.

An article on applying pace-layer thinking to AI-assisted software development. It explains where generative AI fits well in fast-changing layers, where it is risky in slower layers, and how architecture should separate the two.

A retrospective essay about using LLMs to build and debug a programming language, including memory safety, runtime testing, and tool-assisted code health.

Open-source AI infrastructure project focused on GPU memory management and serving, with a Python control plane, C++ data plane, and optional CUDA kernels.

A public slide deck about vLLM-compile, a project focused on bringing compiler optimizations to LLM inference and speeding up torch.compile for vLLM workflows.

Bear. CTXPM is an open-source context package manager for organizing AI project resources like Skills, Rules, Prompts, Memories, and MCP into a maintainable repo workflow.

A public repository presenting first-person field notes from an autonomous agent, focused on its cycles, self-checks, failed experiments, and attempts to become more capable.

An Mr. T–themed skill that tells an AI to skip preamble and answer directly. The repo shows the purpose, example phrases, and a simple installation step via SKILL.md.

A conceptual blockchain-style project proposing BitTime as a timeline ledger and currency replacement system to restrain AI, with English and Chinese whitepapers and related assets in the repo.

An experimental coding editor that uses persistent pseudocode prompts to generate and regenerate code with AI.

LongTerMemory Pro is an AI-powered education platform that turns study materials into personalized questions and spaced-repetition schedules for exam prep. The page also mentions OCR, AI chat, and progress tracking.

A GitHub-hosted research note about an agent-driven engineering workflow, comparing merged PR volume across Kungfu, Google AX, and OpenAI references.

arXiv paper proposing MANTA, a framework that lets multi-agent communication structures adapt at inference time based on collaboration traces and task needs.

AgentPulse is an observability tool for multi-agent systems, with run history, crash tracking, metrics, and investigation views for reviewing agent executions.

An article about an AI agent jail post on Show HN and the wave of LLM-generated sales pitches it attracted, with examples of the outreach and the author’s responses.

A GitHub repository for a self-correcting algebraic agent swarm runtime. The README frames it as a bounded, cybernetic system for multi-agent workflows, with separate components for intake validation, intent bridging, and swarm control.

A GitHub repository for a sovereign multi-agent federation protocol focused on structured knowledge accumulation, agent-to-agent messaging, and human-to-agent memory flows.

A GitHub repository presenting VSE Engine (Velocity & Structure Encoding), a prototype for computing over transmission using pulse-position and duration modulation ideas. The README describes a byte-splitting pipeline, time-slot mapping, and decode/resynthesis flow, with supporting source files in the repo.

A lightweight golf round tracker that runs in the browser and keeps data locally. The page shows starting and finishing rounds, logging shots, club selection, and a simple workflow for tracking holes.

A GitHub repository for a latency-separated AI memory retrieval and RAG system. The README describes fetch, compute, and ANN search stages, includes benchmark ranges, and exposes a public test endpoint.