Top Picks

A research write-up on detecting AI agents through process differences in CAPTCHA and related cognitive tasks. It outlines the CogCAPTCHA30 approach, reports human-vs-model differences, and connects the findings to Roundtable’s Proof of Human product.

arXiv paper on a self-speculative decoding framework for speeding up reasoning LLM inference on edge hardware, with hardware co-design and reported speedups.

A practical guide to building an always-on personal AI assistant with Pi, OpenCode Go, Telegram, Resend, Hetzner, Tailscale, GitHub, and Nginx.

Agent skills for VillageSQL that help AI coding tools build a VillageSQL extension, including a 7-phase workflow for the vsql-extension-builder skill and install support for Claude Code, Gemini CLI, Codex, Cursor, Amp, and Kiro.

An open-source multi-agent coding framework that uses a commit-bound project graph to scope worker tasks, replay failed runs, and merge accepted diffs through ordered Git reconciliation.

A research preprint describing ADHD, a parallel divergent ideation method for LLM coding agents that isolates branches, uses cognitive frames, and then prunes with a separate critic pass.

A bilingual satirical idle simulation where you run an AI startup from toy classifiers to near-AGI, managing data, compute, launches, crises, and rivals.

A Claude Code plugin that plays background lounge or elevator music while the agent is thinking, with track rotation, stop/start controls, and status-line integration.

A blog post from Augment Code comparing its coding agent, Auggie, against Claude Code on Opus 4.7. It presents benchmark results, token usage, cost comparisons, and an explanation of the Context Engine and Prism router.

A drop-in memory plugin for Hermes Agent that uses a pull-model episodic memory approach with real deletes and audit traces. It supports synchronous writes, trace logging, and Claude-backed summarization for on-demand recall.

A public visualization that tracks flagship AI models’ Elo history over time using the Arena AI Leaderboard dataset, with notes on caveats and methodology.

A macOS menu bar app that keeps a MacBook awake with the lid closed while the display sleeps normally, so long-running coding agents can continue running.

A guide for exporting ChatGPT, Claude, and Gemini history into XTrace MemHub, then downloading Markdown for an Obsidian-style wiki and graph view. It explains the export flow, supported platforms, and the Markdown ZIP output.

A GitHub repo for evaluating agentic AI pipeline systems, with guidance for defining metrics, building eval cases, running repeatable tests, and tracking regressions.

An AI tools directory with hand-reviewed comparisons, popular tool rankings, and a set of free developer utilities plus SEO tools.

A notes app for Mac, iPhone, and iPad that syncs through iCloud and mirrors notes to local Markdown files for editing, backup, and workflow integration.

A cached JSON API and Firefox extension that exposes Pangram AI-detection scores for Hacker News front-page posts.

A GitHub repo that teaches users how to write and debug evals through an agent-guided skill called learn-evals. It includes setup steps, exercises, examples, and a path to install the skill in other projects.

Open-source learning management system release with broad course, assessment, and admin updates, plus mention of a native MCP server in the submitted title.

A detailed write-up of a self-hosted setup for running coding agents on a low-cost Linux VPS, using Tailscale, mosh, tmux, and MCP-based tools to keep sessions alive across laptop and phone.

A monthly newspaper on the AI industry, covering model releases, funding, launches, pricing shifts, and notable retirements. The page offers a full issue preview plus links to read online or download the PDF.

An LLM interpretability playground for forcing activations, exploring learned concepts, and comparing unmodified vs intervened generations.

Press release announcing Claudeforce, an expanded Salesforce–Anthropic partnership that connects Claude with Salesforce data, workflows, governance, and Slack to power governed enterprise actions.

A browser-based fake video meeting with AI-generated coworkers, voice triggers, and draggable participant tiles. The page shows meeting controls, camera-off avatar options, and a visible meeting room ready to join.