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TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients. Published in Nature.
The World's First Virtual Terminal for AI Agents
Stateful agents that are like people, with memory, identity, and the ability to learn and adapt
100+ installable Claude skills covering Engineering areas such as, ISO 26262 functional safety, ISO/SAE 21434 cybersecurity, ISO 21448 SOTIF, AIAG-VDA quality (APQP/PPAP/FMEA), Automotive SPICE, and continuous improvement tools — every builder paired with a confirmation reviewer.
The paper list of "Memory in the Age of AI Agents: A Survey"
A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows
Permanent memory for AI agents. A 426-token prompt, a script, plug and play.
Continual learning infra for self-improving agents
The operating layer for Claude Code + OpenAI Codex: persistent project memory, intent routing, safety hooks, cost telemetry, and parallel agent fleets.
Measuring and evolving with the frontier of agent work
A collection of system prompts and tool definitions from various AI coding agents: Augment Code, Claude Code, Cluely, Cursor, Devin AI, Kiro, Perplexity, VSCode Agent, Gemini, Codex, OpenAI
A Collection of Papers on Diffusion Language Models
Stress-test AI agents for goal drift and system prompt violations. Inspired by 'Asymmetric Goal Drift in Coding Agents' (ICLR 2026).