ai Resources

A home base for AI agents on your Mac. Build agents that remember, automate, and run any model from your Mac. Nothing leaves your device.

Detect AI-generated text in essays, articles & documents. Identifies ChatGPT, Claude, Gemini & more with 99.98% accuracy. Third-party verified results.

Toyo is an AI assistant for founders that connects to your Gmail, Google Calendar, and Slack and acts on its own — triaging your inbox, drafting replies in your voice, prepping you for meetings, and chasing follow-ups — all over iMessage or Telegram, no app to install.

The memory layer for AI agents. Context engineering platform powering enterprise APIs, developer plugins, and a personal app that remembers everything.

A terminal-based coding agent

Use Firecrawl's research index for paper retrieval, semantic expansion, paper reading, and GitHub search.

If you liked this piece, you should subscribe to my premium newsletter. It’s $70 a year, or $7 a month, and in return you get a weekly newsletter that’s usually anywhere from 5,000 to 18,000 words, including vast, detailed analyses of NVIDIA, Anthropic and OpenAI’s finances, and the AI bubble writ large (updated to version 3.0 last week). My Hater's Guides To the SaaSpocalypse, Private Credit and Private Equity are essential to understanding our current financial system, and my guide to how Open

Our progress toward recursive self-improvement, and its implications.

I'm a software engineer, completing 10 years of professional experience this year. I started my career as a web frontend engineer (it was easier for me to de...

AppFactor MCP Bridge unlocks enterprise data for scalable AI agents and workflows. Make existing APIs AI-ready instantly—without creating long-term technical debt.

Audit-grade claim verification API for AI products. Multi-stage, multi-model adversarial verification grounded in real-sources.

Transformer-based large language models are increasingly used for long-horizon tasks; however, their attention mechanism scales poorly with context length. To handle this, we study a sleep-like consolidation mechanism in which a model periodically converts recent context into persistent fast weights before clearing its key-value cache. During sleep, the model performs $N$ offline recurrent passes over the accumulated context and updates the fast weights in its state-space model (SSM) blocks through a learned local rule. During inference, this shifts extra computation to sleep while preserving the latency of wake-time prediction. We test our method on controlled synthetic tasks, including cellular automata and multi-hop graph retrieval, as well as a realistic math reasoning task, on which a regular transformer as well as SSM-attention hybrid models fail. We then show that increasing sleep duration $N$ for our models improves performance, with the largest gains on examples that require deeper reasoning.

serverless vector and full-text search built on object storage: fast, 10x cheaper, and extremely scalable

Deploy Al code with confidence using Daytona's lightning-fast infrastructure. 90ms environment creation, stateful operations, and enterprise-grade security.

Astra plus infinite AI employees for marketing, coding, ops, finance, support, and more.

An OpenAI model solved the 80-year-old unit distance problem, disproving a major conjecture in discrete geometry and marking a milestone in AI-driven mathematics.

Persistent memory for AI coding agents. Runs locally. Zero external databases.

Where AI meets accountability. Every result is backed by human intelligence.

Manage a team of AI agents to run your business. Org charts, budgets, governance, and goals — all in one deployment.

Meet OpenHands, the open-source, model-agnostic platform for cloud coding agents. Automate real engineering work securely and transparently. Build faster with full control.

I recently talked with Joseph Ruscio about AI coding tools for Heavybit’s High Leverage podcast: Ep. #9, The AI Coding Paradigm Shift with Simon Willison. Here are some of my …

What we learned from surveying the top Tiny Teams at the World's Fair

pay.sh lets AI agents and command-line tools call paid APIs with no sign-up, no account, and pay-as-you-go access.

Run engineering, sales, marketing, design, finance, and ops.

If productivity gains from AI are “only” as good as computers and the internet, investors will still need to contend with major macro imbalances and could consider assets that provide diversification and scarcity.

✅ Waydev’s developer productivity insights deliver unparalleled insights into engineering productivity using AI Agents, DORA Metrics, Developer Experience (DX) analysis, and the SPACE Framework. Our Developer Productivity Insight platform helps you optimize SDLC, streamline development processes, and align engineering efforts with strategic business objectives.

Shopify's data reveals three trendlines pointing to a growing opportunity in the age of AI.

A new initiative to secure the world’s most critical software and give defenders a durable advantage in the coming AI-driven era of cybersecurity.

How coding agents use tools, memory, and repo context to make LLMs work better in practice