
How to Actually Work With AI Agents: A Practical Communication Guide
How to give instructions, feedback, and corrections to Claude Code, Codex, and Cursor — what session habits actually improve output, evidence-based.

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.

How to give instructions, feedback, and corrections to Claude Code, Codex, and Cursor — what session habits actually improve output, evidence-based.

Full Hugging Face–OpenAI July 2026 attack timeline from official reports: IM1, ExploitGym, Artifactory, HDF5/Jinja, METR stats, AgentBeam.

HyperFrames turns HTML, CSS, and animation into deterministic MP4s — built by HeyGen for AI coding agents. 47.9k stars, 20 skills, no build step. Full guide.

A free skill that stops your coding agent's preamble and recaps. Install commands, the 10 rules, and honest limits of i-have-adhd for Claude Code.

Meta's Muse has serious sandbox engineering and a real access-scope problem. Here's the direct verdict on Sentinel, connectors, and Alexandr Wang's "we don't use your data for ads" claim.

ICML 2026 spotlight: LLMs develop novel social biases about fake groups through under-exploration. GPT-5.4, Claude Sonnet 4.6 score worse than predecessors. What builders should do about it.

Meta's Muse personal agent runs your credentials on an isolated Secure VM, gated by a Sentinel permission broker. Here's how the architecture actually works, and its real privacy tension.

NeoHorse-1 (arXiv 2609.08183) post-trains a 4B agent-native model with a routing harness that turns live tool traces into curriculum — macro-average 58.94 to 64.87. What the loop does and what RSI skeptics should ask.

A viral post claims OECD found AI writing use cuts science scores 28 points. The report is real, but drops a weekly-use sweet spot and OECD's own "association, not causation" caveat.

OpenAI's ChatGPT Images 2.5 (Sep 8, 2026): 50% faster, Sketch tool, comment-based editing, and API models Flare vs Sunburst — what changed.

OpenAI claims a 10,000-agent proof of Navier-Stokes. NYU's Tristan Buckmaster now alleges the effort was triggered by his private research and disputes how it was credited. Here's every side.

Oruk Labs trained a neural network wired like a real fruit fly brain circuit to detect emotion in speech. Scrambling that wiring performed about the same — here's what the actual numbers show.