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35 postsFOMO-Driven AI Coding: Speed Illusion, Hidden Review Debt
GitHub's 55% speedup versus METR's 19% slowdown finding reveals how FOMO-driven AI coding adoption hides the real cost of review and verification in mature codebases.
aisoftware-engineeringcode-reviewtechnical-debtFixing JavaScript Observability Without Monkey-Patching
Sentry engineers are pushing Node's TracingChannel API into pg, mysql2, and redis to replace fragile JavaScript APM monkey-patching.
javascriptobservabilityapmopentelemetryInstagui turns any CLI tool into a web GUI instantly
Instagui runs via npx and parses a CLI's --help output with AI to auto-generate a local web form, letting you run tools like ffmpeg without memorizing flags.
clideveloper-toolsaiopen-sourceClaude's Weights Are Closed, So a Live Thought Viewer for Qwen
Inspired by Anthropic's workspace paper, a developer built a live, token-level inner-thought viewer for the open Qwen model since Claude's weights are closed.
aiinterpretabilityllmanthropicInterdict: A Postgres Safety Layer Against Rogue AI Agents
Interdict simulates risky SQL writes from AI agents before execution, measures exact blast radius, makes changes undoable, and blocks unsafe statements without human approval.
aipostgresdatabasesmcpJadepuffer: The First Fully Autonomous LLM Ransomware
Sysdig researchers documented Jadepuffer, the first fully autonomous LLM ransomware that exploited a Langflow flaw to breach database servers.
airansomwaresecuritylangflowWhy AI visibility dashboards are mostly useless
AI search visibility trackers have become a $100M industry, but research shows most of these measurements are statistically meaningless noise dressed as precision.
aigeoseollmAI Technical Debt: Why Generated Code Still Needs Metadata and Review
AI-generated code speeds up data engineering but hides risk. Without structured metadata, review and governance, teams accumulate hidden intent debt.
aidata-engineeringmetadatacode-reviewMemory Engineering Is a Promotion Pipeline, Not Notes
An AI agent framework runs memory through a promotion pipeline with evidence and approval instead of direct writes; rejection counts as a healthy outcome.
aimemory-systemsai-agentssoftware-engineeringllama.garden: A Nostr-Powered Decentralized LLM Torrent Network
llama.garden distributes LLM weights via BitTorrent, using a Nostr-based catalog and Hugging Face servers as fallback seeds so downloads work even without seeders.
llmbittorrentnostrdecentralization