VoicesChollet Agentic Coding Is Machine Learning Expect ML BugsX/Twittervia @fchollet·high signalChollet warns agentic code is black box like neural network weights with classic ML failure modesSourceSource pageX/Twitter↳ Follow the threadStack layerAgentMail Pitches the Missing Primitive: an Email Inbox Your Coding Agent Can Actually ReadX/Twitter (AgentMail)Stack layerAmjad Masad: Replit 'Closed the Loop' — the Coding Agent Is Now Self-ImprovingX/Twitter (Amjad Masad)Policy dependency / Stack layerKastra Launches Policy Enforcement for Claude Code, Cursor, and CodexHacker NewsStack layer / ContrastOpenAI launches ChatGPT Work, an agentic workspace on GPT-5.6, with Sol/Luna/Terra model tiersInfoWorldStack layer / Threat patternSnyk's Evo Agentic Development Security Hit GA June 29 — an Enforcement Layer That Polices MCP Servers and Coding Agents at RuntimeSiliconANGLEStack layer / Threat patternNSA issues official MCP hardening guidance after Amazon Q auto-execution CVEs (CVSS 8.5) enable AWS credential theftWizStack layer / Threat patternGhostApproval: symlink flaw turns human-in-the-loop into a rubber stamp across 6 coding agentsCyber Security NewsPolicy dependency / Stack layerponytail: A 'Laziest Senior Dev' Skill That Cuts Agent-Written Code by ~54% Is the Fastest-Rising Repo on GitHubGitHub