VoicesChollet: Agentic Coding is Machine LearningX/Twittervia @fchollet·high signalXBlueskyLinkedInCopy linkFrancois Chollet argues agentic coding will converge with ML: generate candidates, evaluate, iterate. The skill becomes evaluation design, not prompt engineering.SourceSource pageX/Twitter↳ Follow the threadPolicy dependency / Stack layerA vision paper separates access from control and argues AI concentrates software power rather than democratizing itarXiv 2608.24720 (submitted 2026-08-25)Stack layer / ContrastCyberFactory Turns CVEs From the Wild Into Executable Training Tasks; Aegis Hits 52.4% Pass@1 on CyberGym, +22.8 Over Its BasearXiv 2608.23181Policy dependency / Stack layerr/LocalLLaMA Is Revolting Against Its Own Megathread Policy, Arguing It Killed Release-Day Discussionr/LocalLLaMAStack layer / ContrastClaude Code ships /claude-api cost-optimize, a skill that profiles an existing project's API spend one measured change at a timeClaude Code changelogStack layer / Threat patternSkillShield defends coding agents from the system prompt alone, matching Llama Guard 3 with no runtime classifierarXivStack layer / Update threadIBM Released Granite 4.2 as Dense Reasoning Models at 3B, 8B and 30B Under Apache 2.0 With a 512K ContextHugging Face (ibm-granite), via r/LocalLLaMAStack layer / ContrastGitNexus Sells a Deterministic Code Knowledge Graph and Claims 51% Lower Coding-Agent Cost Than Embedding SearchProduct HuntStack layer / Update threadPostHog Shipped a Desktop Agent IDE, Turning an Analytics Vendor Into a Coding-Agent VendorPostHog (corroborated by Product Hunt daily leaderboard, 2026-08-26)