ai Resources

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

Apollo.io is an AI-powered B2B sales intelligence platform that helps businesses search, engage, and convert leads more effectively.

Find out what AI says about your business, then publish the content that gets you recommended. Monitor, plan, create, and publish — continuously improving your AI visibility.

OpenMail is the email layer for AI agents. Install the CLI, run setup, and start sending email from your terminal. Create inboxes, receive replies, read threads—all from the command line.

Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.

Meet My Computer, the core capability of the new Manus Desktop application. It brings Manus out of the cloud and onto your computer, allowing it to work directly with your local files, tools, and applications.

Check out MuleRun's diverse agent lists and automate your task away!

With AssemblyAI's industry-leading Speech AI models, transcribe speech to text and extract insights from your voice data.

Google Workspace CLI — one command-line tool for Drive, Gmail, Calendar, Sheets, Docs, Chat, Admin, and more. Dynamically built from Google Discovery Service. Includes AI agent skills. - googlework...

A scalable and reliable API to get social media data

X/Twitter research skill for Claude Code and OpenClaw. Agentic search, thread following, deep-dives, sourced briefings. - rohunvora/x-research-skill