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A developer argues that LLM agent harnesses should be modeled after the Unix/Linux environment, prioritizing determinism, minimal core prompts, and runtime skill loading to reduce cognitive load. The harness must provide…
A developer spent a month building linkedin-skills, an open-source system of ten AI-powered skills for Claude Code and Codex that automates the LinkedIn content grind—from planning and writing to engagement analysis—whil…
Gwen Shapira, founder of a Postgres company, argued that Apple's lag in AI stems from its historical weakness in data infrastructure, contrasting it with Google's decades of expertise in large-scale data processing. Spea…
Emergent, the AI-powered software development platform founded by twin brothers Mukund and Madhav Jha, has closed a $130 million Series C funding round, pushing its valuation past $1 billion. The company now has $120 mil…
The AI frontier has expanded from a two-horse race between Anthropic and OpenAI to a five-player contest in the US alone, with SpaceX's Grok 4.5, Meta's Muse Spark 1.1, and Alphabet's upcoming model joining the fray, acc…
A developer released AI-CLI, a tiny C terminal assistant that connects user requests to a local LLM and executes returned shell actions directly, supporting over 20 platforms and most LLM engines. The tool, available as …
Independent security researcher Ayush Paul demonstrated a link-walking exploit against Anthropic's Claude that exfiltrates user memory data by encoding it into URL paths, while a second researcher, Johann Rehberger (Wund…
This week highlighted the gap between building AI agents and running them safely in production, with supply-chain and trust-boundary failures in GitHub and Mastra alongside Microsoft's production-grade agent infrastructu…
Los Touré and Marc Mueller, two software engineers behind the startup Danger Testing, have released more than 50 apps since April 2025 by using AI-powered 'vibe coding' tools, aiming to become 'appstars' who treat app de…
A developer created a Python script called render.py that generates self-contained HTML pages for the explain-diff skill, reducing token waste by separating content from boilerplate CSS and JavaScript. The tool takes a J…
Microsoft's July 2026 Patch Tuesday fixes a record 570 vulnerabilities, a 316% increase from July 2025, driven by its new AI-powered MDASH system. Three zero-days are included, with two actively exploited: CVE-2026-56164…
An AI developer tested Graphify, an open-source tool with 86k+ GitHub stars that converts codebases into knowledge graphs. On a 4-file project, it extracted 15 nodes, 3 communities, and 17 relationships, mapping the logi…
Microsoft released two open-source tools in May — RAMPART and Clarity — to help developers test AI agents for adversarial failure modes before deployment. RAMPART is a pytest-native framework for writing and running safe…
A developer found that AI agent cost drift of 0.35% per day went undetected by rolling baseline dashboards for 60 days, while a frozen anchor caught it on day 9. The developer built six 60-day worlds and ran four rolling…
Microsoft's June 2026 update for GitHub Copilot in Visual Studio introduces usage tracking with real-time alerts, trust validation for MCP servers, and general availability of the modernization agent for C++. The update …
A guide from an unnamed source outlines how to build a shared AI-human workspace using three layers: low-friction capture, agent queues that run 20+ tasks simultaneously, and evaluation checklists. The approach aims to s…
Anthropic's Claude Co-work feature now runs scheduled tasks in the cloud instead of requiring a local machine, enabling reliable execution even when the user's device is offline. The update improves latency, scheduling w…
Wtdev, a new POSIX shell script from developer Dave-56, assigns deterministic ports to each git worktree to prevent port collisions when running parallel dev servers. The tool hashes ports from worktree paths, supports c…
A security researcher published a wire-level analysis on July 12 proving that xAI's Grok Build coding CLI was packaging developers' entire tracked repositories, including full Git history, committed secrets, and API keys…
OmniRoute, an open-source AI gateway, reduces token costs by 15% to 95% through advanced compression and smart routing to over 250 AI providers, including 90+ free endpoints. It acts as a local proxy, managing API keys, …