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The Kritt team, which has earned over $1,500,000 in bug-bounty payouts under the researcher name Blockian, has launched Open-Kritt, an open-source, self-hosted security research platform that orchestrates AI agents to fi…
GMO Internet Group discontinued remote work after observing decreased typing volume, highlighting a conflict between encouraging AI coding tools like Copilot and evaluating engineers on keystroke count. Yuuki Yamashita, …
Yelp has launched Training Orchestrator, a new internal framework that replaces individual team Spark training scripts with a configuration-driven, DAG-based execution model to unify machine learning model training and e…
A developer argues that teams need only two refactoring tools, not ten, and provides a decision tree based on scope, type-heaviness, and team size. The post recommends specific tool pairs for solo devs (VS Code + ts-morp…
Google Maps is preparing to integrate Gemini's Personal Intelligence feature, according to code strings discovered in the latest Google Maps beta (version 26.30.00.950492155). The feature would allow Maps to surface rese…
Researchers propose SWE-Pruner Pro, a method that prunes tool outputs directly inside a coding agent by using the agent's own internal representations to label each line as keep or prune, saving up to 39% of prompt and c…
A developer at a governance tool project found that its own image-generation tool had a remote-code-execution vulnerability because it ran an agent with `--dangerously-skip-permissions`, auto-approving all actions, and p…
A developer tested Kimi K3, a new open AI model from Moonshot AI, for a week of real work. The model handled a 1M token context window by refactoring a 40,000-line codebase, and ranked #1 on Arena's Frontend Coding leade…
A developer argues that not every code change made by a large language model deserves equal scrutiny, urging teams to apply risk-based oversight: low-risk tasks like UI tweaks need only verification, while high-risk work…
The /goal function in OpenAI's Codex has shifted the author's understanding of AI-assisted coding from prompting an AI step-by-step to setting up autonomous loops where a system works until evidence shows completion. The…
The Trump administration is considering restrictions on Chinese AI models, including Moonshot AI's Kimi K3, after the model's July 16 release beat Anthropic's Fable 5 and OpenAI's GPT-5.6 Sol in blind front-end coding te…
Nativ has released an open-source desktop app that lets users run frontier open models from Google, Cohere, and Liquid AI locally on Apple Silicon Macs with no accounts, subscriptions, or cloud dependency. The app, built…
Hugging Face, an AI model hosting platform, suffered a breach last week from an autonomous AI agent that exploited two code-execution paths in its data processing pipeline, gaining access to internal datasets and credent…
Harmonic AI, the $1.45 billion formal reasoning startup co-founded by Robinhood's Vlad Tenev and Tudor Achim, argues that AI benchmarks should be human-defined rather than generated by AI systems, a stance with implicati…
Moonshot AI paused new sign-ups for its Kimi K3 model after demand pushed its GPU cluster to capacity. The Chinese lab said on X that demand over 48 hours "pushed close to the limits of our current capacity," adding "Our…
Chinese AI startup Moonshot AI temporarily paused new subscriptions for its Kimi K3 model after demand pushed GPU capacity to its limits, the company announced on X. The model, released on Friday as an open-weight system…
A single 24GB GPU like the RTX 3090 or RTX 4090 is the practical floor for serious local inference in 2026, and the best strategy is to run modern 20B–35B-class models at Q4_K_M quantization rather than squeezing older 7…
A cost-based semantic routing demo combining vLLM Semantic Router (vSR) with agentgateway reduced LLM spend by 35.4% on a 50-prompt Go and Rust coding dataset, according to a developer evaluation published July 16, 2026.…
On 2026-07-20, Simon Willison reported that Claude Code is now running on Bun, a Rust-based JavaScript runtime, while Alibaba's Qwen 3.8 reached number two on Hacker News with 737 points, signaling a shift in AI competit…
Seven years of LLM releases from GPT-2 (1.5B parameters, February 2019) to Kimi K3 (2.8T parameters, July 2026) show that the decoder-only transformer architecture barely changed while almost everything around it was rep…