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GitGuardian detected 28.65 million new hardcoded secrets in public GitHub commits in 2025, up 34% year over year, with leaked credentials tied to AI services rising 81%, according to the company's State of Secrets Sprawl…
Arize AI detailed a benchmarking setup that pairs the open-source Harbor framework with its Phoenix observability platform to evaluate AI agents, MCP servers, skills, and CLIs in reproducible sandboxes. Harbor runs each …
Developer Matt Pocock released a new coding-agent skill called /pr, installable via `npx skills@latest add mattpocock/skills --skill=pr`, that defines the shape of a pull request body as three sections: Summary, Evidence…
Perplexity released the Decisions API, which evaluates supplied content and returns typed predictions with probabilities using its pplx-decider-v1-27b model that accepts text and images. The API separates evidence in a s…
A developer built AI Mate, an AI-powered study buddy for learning data structures and algorithms that guides students from brute-force solutions to optimal ones step by step rather than handing over finished code. The to…
A solo hackathon entrant built Third Umpire, a single-container Django and SQLite judging portal that models each review as event average plus project quality plus judge leniency plus noise, fitting quality and leniency …
A developer debugging a scheduled Cloudflare Workers integration with the Gemini API found that a single incident window contained two distinct failure modes: transient HTTP 503 capacity errors that clear with exponentia…
A developer A/B-tested nine popular AI coding-agent skills against Sonnet 5.5 and Haiku 4.5 using Anthropic's claude plugin eval, running 19 test cases three times per arm, and found four of the nine added nothing. Workf…
Anthropic shipped a built-in Claude Code plugin called "You should Know" that scans Claude's output for important information users might miss, enabled via `/plugin enable cc-plugin-you-should-know@builtin`, according to…
Aleph Alpha released Kolibri, an open-weight German-and-English large language model with 78.1 billion total parameters that activates 3.46 billion per token, on 3 October 2026 under the Apache 2.0 license, with weights …
Developer Maxwell Volz released hn_whos_hiring, a locally run tool that scores every Hacker News "Who is hiring?" post from 0 to 100 against a user's resume and preferences, drafts application emails, and prefills job fo…
A June 2026 paper, "When Errors Become Narratives" by Wei Wu, documented 22 incidents over eight weeks in which a single production agent runtime turned error signals into fluent, plausible answers instead of surfacing f…
A developer published a handover guide for running local LLM inference on an AMD Strix Halo machine (Ryzen AI Max+ 395, gfx1151, 128 GB unified memory), configuring LlamaStash to launch Qwen3.8 Flash-Next and a 27B model…
Earendil released Pi 1.0 and Pi Durable, both of which reached the front page of Hacker News, with Pi Durable porting Pi to TypeScript and externalizing all stateful components so agents resume from their last exact chec…
A developer handed a full MVP specification to Claude Code on June 10, 2026, and within 72 hours produced a working beta of Tessvia — an 11-package Turborepo monorepo with a Chrome extension and CLI, all 15 CLI smoke tes…
A developer released mcp-context-card, an MIT-licensed MCP server that renders a project's agent context — AGENTS.md sections, memory facts and their file locations — as a visible HTML "context card" so developers can in…
JetBrains launched the Early Access Program for JetBrains Air in its IDEs, available now as a plugin on the JetBrains Marketplace and natively in the 2026.3 EAP builds. Air is an open system for agentic development that …
Aikido Security's Device Protection tool blocks malicious installs across packages, IDE and browser extensions, and AI tools using a default 48-hour package-age hold, according to the company's comparison of endpoint sec…
Magnitude (YC S25) released v0.2.0 on August 5, 2026, replacing its llama.cpp backend with a Rust inference engine that auto-tunes GPU kernels on the user's specific chip, lifting Qwen 3.6 35B decode from 30 to 57 tokens…
Japanese AI practitioners are increasingly embedding models inside existing tools rather than chatting with them, according to a weekly roundup of posts on X. Developers shinshin86 and rotejin used Claude Code to generat…