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SemiAnalysis surveyed over 50 enterprises and found that widespread token overspending, as reported at Meta and Uber, is overstated and not representative of most organizations. Companies are now adopting token budgets r…
The Postman plugin for Claude Code reduced its largest skill's token cost by 60% and overall session overhead by 65% through progressive disclosure and removal of redundant skills, saving roughly 3,600 tokens per session…
A new analysis of the Holistic Agent Leaderboard reveals that scaffolding—the software environment provided to AI models at deployment—can cause up to 100x variation in inference efficiency and explains more of the price…
A developer documented a method for managing multiple Claude Code accounts by using the CLAUDE_CONFIG_DIR environment variable to create isolated config directories. The approach involves creating separate directories pe…
OpenAI announced Jalapeño, its first custom AI chip for LLM inference, built with Broadcom and intended for ChatGPT, Codex, and future agent products, signaling a push to own more of the AI stack. Meanwhile, Qualcomm acq…
Researchers from the National University of Singapore, VinUniversity, and Nanyang Technological University found that weak-to-strong reward models trained on one preference dataset fail to generalize to others, a problem…
A developer has raised concerns about AI coding tools transmitting source code to external servers, detailing how tools like Cursor, GitHub Copilot, Claude Code, and Amazon Q Developer send code snippets, context, and po…
AI has collapsed the average cybersecurity breakout time to 29 minutes in 2025, with a record of 27 seconds, making human-only defense obsolete. Attackers now exfiltrate data in minutes, while defenders still take longer…
A new open-source tool called Overreach detects when AI coding agents add unauthorized code—such as endpoints, dependencies, or cron jobs—beyond the original prompt. The tool compares a developer's prompt with the result…
A developer explains that Retrieval-Augmented Generation (RAG) fixes AI hallucinations by having the model fetch relevant documents before answering, rather than relying solely on memorized training data. The guide break…
A cautious optimist argues that AI safety, interpretability, bias, and alignment are as critical as raw capability, warning that the same technology enabling vaccine research could also design pathogens. The author empha…
Open Notebook, an open-source, privacy-focused alternative to Google's Notebook LM, has been released, offering self-hosted data control, support for 18+ AI providers, and advanced podcast generation. The project aims to…
Hermes Agent by NousResearch surpassed 153,000 GitHub stars in under three months, becoming a fast-growing AI developer tool. The deciding factor for developers choosing between Hermes Agent and Claude Code plus LoreConv…
Liam Darmody built a 24/7 personal AI agent using Claude Code and Obsidian on a virtual private server, enabling the agent to access live files, run background tasks, and be controlled from a phone. The setup costs $10/m…
AI tools are enabling a surge in cyberattacks, with Palo Alto Networks reporting a fourfold increase in daily attacks from 2024 to 2025. Hackers are using AI-enhanced viruses that adapt to avoid detection and automating …
OpenAI executed three strategic moves in four days: acquiring cloud development platform Ona to give its Codex AI agents persistent, secure cloud workspaces; partnering with Oracle to let enterprises use existing cloud c…
A developer released an open-source FastAPI webhook service that uses Claude AI and pydantic-AI to automatically triage customer emails into prioritized Linear issues, extracting priority, customer info, and issue type f…
Outpost, a capability-based credential proxy for AI agents, launched to prevent credential leakage by enforcing what agents can do with YAML-defined policies instead of exposing raw API keys. The tool deploys on Cloudfla…
Galdor, a Go-native framework for building and observing AI agents, launched v1.0.0 in June 2026 with built-in OpenTelemetry tracing, an embedded SQLite dashboard, and first-party support for both MCP and A2A protocols. …
Sarah Guo, a prominent AI investor and Cognition backer, published an essay arguing that the most defensible AI companies will be those focused on "untrainable" work—integrating models into messy, private customer realit…