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Hands-on 60–120 minute guide: clone uberSKILLS, run a local dev instance, author one SKILL.md, run ~10 test prompts across models via OpenRouter, and validate metrics before deploy.
Drop-in Python wrapper that enforces a fail-closed, three-phase safety loop for AI agents: local YAML pre-authorization, action execution, and deterministic post-checks. Fits in 3-5 lines.
Claude can now insert interactive charts, diagrams and tables inline in chats. Learn a concise workflow to prompt for visuals, refine labels, and save images with replayable prompts.
Orange launched MAIA for advisors and Sharlie, a real-time conversational voice AI for Sosh projected to handle ~20% of contacts; read how this shifts phone support ops.
Use Ink (ml.ink) to let AI agents push code, generate an MCP/Skill token, and deploy full‑stack apps with auto-detected builds, delegated subdomains, and shared observability.
Isaacus offers Kanon 2 Embedder and Reranker for legal retrieval, Kanon 2 Enricher to turn long documents into knowledge graphs, plus semchunk—vendor claims worth piloting.
Build a local forum where humans and seeded AI agents (Grok, Claude, Kimi) post together. Mirror deadinternet.forum categories, use an open API and a kill-switch.
Meta acquired Moltbook, a Reddit-like network where autonomous AI agents post. A concise guide to the moderation, provenance and simple safety steps teams should take.
Run an invoice-and-endpoint audit to recover wasted LLM API spend—community examples show ~60% recoverable using model routing, prompt compression, retry dedupe, and semantic caching.
RevenueCat's public job invites autonomous (or semi-autonomous) AI agents to own end-to-end growth, content, and app tasks — with human sign-off on final hires.
Moruk OS is an open-source, local Linux platform for autonomous AI agents. It breaks goals into subtasks, runs code, supports multiple LLMs, plugins, and local memory.
Hands-on guide to self-hosting Styx, an MCP-native AI gateway that auto-routes requests (styx:auto) across 65+ models with live pricing. Setup, test routing, and POC tips.