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Backdoored Agents Pass All Scans: VIDRAFT's ViKernel Blocks 290/290 curl|bash Payloads at Execution Time TL;DR: A new paper (Hu et al., arXiv:2610.37741) demonstrates that poisoning just 0.1% of pr

Book: System Design Pocket Guide: Fundamentals Also by me: Thinking in Go (2-book series) — Complete Guide to Go Programming + Hexagonal Architecture in Go My project: Hermes IDE | GitHub — an IDE

Researchers develop Maximally-Activating Example Metamodels (MAEMs), language models that map a residual-stream direction from a subject model to text exemplars strongly activating it. A label-free re

I ran the same batch command on my laptop on Tuesday and on a remote host on Wednesday, and the two runs disagreed about which records belonged to Monday. Nothing crashed, both processes exited 0, and

Je travaille avec un agent de code tous les jours. Ce qui change le résultat n'est pas l'outil, c'est ce que je fais avant et après. Avant : je cadre. Le résultat en une phrase. Si je n'arrive pas à d

I Keep a Log of Every Rule My AI Agent Broke. The Patterns Are Uncomfortable. My coding agent has a rap sheet. Ten dated entries, sitting in plain text at the bottom of my AGENTS.md. Every time it b

Most teams that let a model draft documentation hand out permission per page or per section, which means every paragraph inherits the trust level of the easiest one on the page. That arrangement holds

A test strategy for agent patches dies the moment it meets a real diff. It lives in a wiki page, the agent never reads it, and the reviewer under time pressure approves a green build. The fix is not a

My flight to Faro had no Wi-Fi for sale, so I brought a coding assistant that runs on the laptop: Qwen 3.6 35B on Ollama, driven through Claude Code on an M5 MacBook Pro. It ran. It also answered slow

Originally published as a Fonix.AI practical guide by AntEngage. This republication uses the same guide content. Automated customer feedback calls ask a defined service cohort a consistent question,