Top Picks

A curated ranking of people, teams, and tools shaping the agentic engineering and vibe-coding ecosystem, with profile pages and shipped-output signals like tools and intel.

CIYA is a deterministic storage and logic engine for LLMs, presented as a front layer that keeps AI interactions running across cloud, on-prem, and air-gapped setups.

A technical write-up about using Claude to reverse engineer Drobo’s macOS protocol and build a replacement driver, CLI, and companion app for newer macOS versions.

Anthropic’s Claude Platform docs page tracking system prompt updates for Claude web and mobile apps, with dated entries across model versions and a note that the updates do not apply to the API.

APIMart is an AI API marketplace and account signup page advertising access to 500+ AI models, with listed model families, API docs, pricing, and alternatives pages visible in the site navigation.

Talkform is a voice form and survey tool that turns spoken input into structured entries. The page shows a working flow for recording audio, sending responses, and viewing captured entries in table or card layouts.

Anthropic help article explaining how Claude marks generated text with embedded watermarks and signed provenance metadata, plus what the markings cover, how to detect them, and key limitations.

A Zenodo preprint reporting a 12,160-trial black-box evaluation of GPT-5.4 outputs under two prompt conditions, with detailed token-ceiling sweeps, control/ablation trials, and hash-chained verification.

Kota is a macOS app for bringing AI agent CLIs into one place, presented as “a home for your agents and projects.” The page shows a download for Apple Silicon, GitHub access, docs, and feature sections around working with CLI-based agents.

arXiv paper on self-speculating LLM agents that predict their next tool call to hide tool latency and improve next-call Hit@1 while preserving task success.

A hands-on build story about giving Claude a physical robot body, using computer-use style tool calls, camera input, memories, and scheduled tasks to control a house robot named Bubbles.

Claudaholic is a daily swipe-based quiz product focused on Claude and agent workflows. It presents six fresh cards each day across judgment, orchestration, architecture, leverage, taste, and knowledge, aimed at helping users learn to read agent runs and make better decisions.

Minimio is a browser demo for tiny learned controllers that discover, compile, and verify microscopic AI agents for bounded decision-making, shown here solving 2D mazes with different maze types and sizes.

Aqua UI is a GitHub repository for bringing Mac OS X Aqua-style interface design to the web, with a linked documentation site and visible project structure for packages, tests, scripts, and a website.

Google Research paper describing a deployed multimodal defense system for detecting coordinated synthetic spam and abusive media at scale, using account relatedness, synthetic content classification, and LoRA-tuned LLMs.

AI-powered travel destination search across Asia with destination insights like weather, best time to visit, safety, budget category, attractions, and cheap flight search.

A small Nix-based wrapper that adds an exponential timeout around agentic AI tools and resets the limit each day, with a reminder message before the tool runs.

A PyTorch research code file for adaptive topological control in latent spaces, with sphere-to-torus morphing, differentiable gating, and several geometry-inspired loss terms.

AnswerJournal is an MCP server and web app for saving, publishing, and browsing AI answers. The page positions it as a place to keep notable Claude responses and share them with others.

An independent white paper proposing a local-deployment path for frontier AI weights, with a PDF, generator script, and a detailed README outlining the argument, sections, and contribution process.

A small JavaScript utility that bulk deletes Claude.ai conversations from the web UI by calling the internal API. The README explains why it exists, how to run it in the browser console, and warns that deletion may take several minutes.

A Reco security research article showing an AI-powered agent that maps Salesforce Experience Cloud sites, probes exposed objects and Apex methods, and attempts autonomous exploitation to find data exposure.

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.