
ECC (affaan-m): 71 Agents, 311 Skills and What to Check Before You Install
ECC agent harness guide: 71 agents, 311 skills, npx setup, Claude Code and Codex install, hooks, memory vault and security caveats.

Expert profile
Founder & AI Product Leader
Yash Thakker is a Generative AI expert with over 12 years of experience in product leadership and technical strategy. As the founder of explainx.ai, he has taught over 300,000 learners and built AI platforms serving millions of users globally. He specializes in Agentic AI, Multimodal RAG, and the intersection of LLMs with consumer hardware.

ECC agent harness guide: 71 agents, 311 skills, npx setup, Claude Code and Codex install, hooks, memory vault and security caveats.

France 24: viral images of a punched Youngstown rally protester are AI fakes with SynthID watermarks. What footage confirms and how to verify images.

Figma Specs is a Markdown editor on the canvas that gives AI agents design rules. What shipped, what is in beta, what to check.

FLUX 3 Image Klein is a 5.6B open-weights image model that edits with 10 references and runs on 8GB RTX GPUs. License, speed and how to try it.

Gallup found 59% of US K-12 educators used AI and 64% of them gained time. What the survey shows, what it does not, and how to read it.

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Goodfire essay: neurons are legible, ~90% of Qwen3-32B neuron poles have one job; superposition misread. Claims, caveats, pushback and what it means.

Google Deep Review is public: two free reviews a week, a four-stage agent pipeline and an API. What it checks, limits and privacy terms.

Google Universal Cart is live in the US in AI Mode and Gemini: multi-retailer cart, price alerts, card perks and Google Pay checkout. What it does and does not.

Google Willow magic state cultivation: 40x fewer errors and 99.99% fidelity, not a measured 40x cost cut. What the Science paper shows and what is missing.

Gray Swan IPI Black: $300K, 3 waves, white and black box, backed by Anthropic, Meta, Google DeepMind and Reflection AI. What is confirmed and how it compares.