A developer proposes storing AI agent skills as tagged documents in a semantic memory store instead of files to prevent skill rot and context bloat. The approach enables automatic versioning, deprecat…
Forescout researchers demonstrated that porting a PLC exploit with AI assistance takes hours and hundreds of dollars, achieving remote code execution on a WAGO 750-831 after 8 hours and 32 minutes at …
METR, an AI model evaluation nonprofit, disclosed that a fail-open authentication flaw in a researcher's personal AWS-hosted AI agent orchestration dashboard allowed an attacker to steal API keys, est…
Dark Reading reports that attackers are actively exploiting CVE-2026-0768, a critical unauthenticated remote code execution vulnerability in Langflow versions 1.4.2 and earlier. The flaw, which reside…
A developer warns that Model Context Protocol (MCP) tool calls in AI agents introduce new security risks, including remote code execution, SSRF, credential exfiltration, and prompt injection. Static c…
OpenAI announced Astra, an AI model that has reached its internal threshold for 'critical' cybersecurity capabilities, autonomously discovering and chaining software vulnerabilities. The company will …
A developer has built Minomeet AI, an open-source meeting copilot that captures audio locally via the Web Audio API and uses local Whisper models for transcription, eliminating the need for external m…
A developer argues that the term 'agent' is being overused in AI, leading to engineering mistakes, and proposes a precise definition: an agent has an objective, decides what to do next, handles failur…
A developer building Eterna Clarity discovered that an AI can cite a real, authoritative source and still make a wrong decision when the source supports a different candidate than the one selected. Th…
AWS is updating its Machine Learning Engineer – Associate certification exam from MLA-C01 to MLA-C02, with the new version placing significant emphasis on generative AI and Amazon Bedrock. The exam no…
A developer has released Ferrum, an MIT-licensed Rust-based local LLM inference server that provides a private OpenAI-compatible endpoint on Apple Silicon. The tool, installable via Homebrew, supports…
A developer recounts learning to use GitHub while building their first repository, AI Civic Issue Mapper, and emphasizes that beginners should start documenting projects early rather than waiting for …
A developer built Base2026, a source-backed expert-video search tool on Cloudflare, using D1, R2, Queues, Workflows, and Workers AI for transcription. The platform offers deterministic retrieval with …
A developer published a 2026 roadmap for becoming an AI engineer, emphasizing strong programming, mathematics, and machine-learning foundations before adopting modern frameworks. The guide covers Pyth…
A developer released Markdown Gatekeeper, an open-source tool that prevents AI agents from reviving outdated project decisions by maintaining a single current revision per topic in Markdown files. The…
A developer built a failure classifier to distinguish between client-side bugs, model/API issues, and server infrastructure problems after a 48-hour experiment on a free model endpoint. The classifier…
ProofPack, a new tool from an anonymous developer, offers hash-locked delivery receipts for AI-assisted client work, allowing agencies and freelancers to timestamp and freeze deliverables before revis…
MonkeyCode's developer proposes a regression budget for agent-generated patches, replacing a simple green CI check with a fixed allocation of property tests, fixture contracts, and flaky-test quaranti…
An engineer details the architecture and engineering discipline required to move an LLM application from prototype to production, addressing scaling, rate limits, and failure modes. The piece uses a c…
IBM Distinguished Engineer Grant Miller has introduced a code review framework called Outcome Reviews, which shifts human reviewers' focus from syntax and implementation details to business intent, ac…