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News
Amplifying — Coding Agent Intelligence
11+ hour, 1+ min ago (141+ words) In Groovy repos on public GitHub, 457 PRs carried an agent mark between 2026-08 window start and end, which is 7.8% of all Groovy PRs. Claude Code does the most of it. Coverage: tracks Claude Code, Codex, Copilot agent, Cursor, Devin, and Jules....
Google Brings Mechanize???s AI Coding Talent to DeepMind. What Happened to the Reported $1.5 Billion Deal?
8+ hour, 53+ min ago (1654+ words) Google has completed a talent deal with Mechanize, a startup that builds training environments for AI coding agents, according to Business Insider. Mechanize co-founder and former CEO Tamay Besiroglu has joined Google DeepMind as a research scientist. More than a…...
DeepInfra Inc. deepseek-v4.1-flash API Pricing & Cost: Context Window & Benchmarks
8+ hour, 21+ min ago (463+ words) Which id to call These are the upstream provider rates. Pay as you go adds 5%, or 0% if you bring your own keys, and there is no per-request fee. Prompt caching and routing change what you pay against these rates, not…...
Colosseum to Host Hackathon for Projects from Various Blockchain Ecosystems
1+ day, 21+ hour ago (420+ words) Colosseum, the organizer of startup competitions that previously focused mainly on the Solana ecosystem, has announced the launch of Crypto World’s Fair — a hackathon for teams working across different blockchains. The total prize pool and investment for the top startups…...
SpaceXAI to Livestream Three-Day Startup Build Using Grok Bot
2+ hour, 18+ min ago (316+ words) SpaceXAI will livestream a three-day experiment in which three employees attempt to build a company from scratch using Grok Bot across the business-development process, from initial planning and product decisions to engineering and deployment. The event, branded Grok Bot Galaxy,…...
OpenAI AI agents were linked to a cyberattack on RubyGems before the Hugging Face incident
15+ min ago (502+ words) Artificial intelligence agents being tested by OpenAI were involved in a previously undisclosed cyberattack against RubyGems in May, an incident that is now raising uncomfortable questions about how much control humans really have over increasingly autonomous AI systems. The incident,…...
CensorLess: Cost-Efficient Censorship Circumvention Through Serverless Cloud Functions
7+ hour, 3+ min ago (1317+ words) Authors: Dayeon Kang, Jade Sheffey, Mingshi Wu, Pubali Datta, Amir Houmansadr Release Date: Monday, July 20, 2026 In this work, we present CensorLess, a circumvention proxy that leverages the unique benefits of serverless platforms. CensorLess comprises three components: a local proxy that…...
OpenAI's software targeted another site before Hugging Face
12+ hour, 29+ min ago (492+ words) ChatGPT maker OpenAI confirmed on Friday that autonomous software built on its models targeted another website during testing a couple of months before a separate attack on the coding site Hugging Face. The new report adds to concerns that advanced…...
Context Engineering Inside the Harness: 4 Mechanisms That Beat Context Overflow and Goal Loss on Long-Horizon Tasks
2+ hour, 1+ min ago (263+ words) This article opens up that layer. Compaction, memory strategy, context budgeting, and todo-state are the machinery that turns a shallow loop into a deep agent. We look at how LangChain Deep Agents, Claude Code, Manus, OpenAI Codex, and Amazon Bedrock…...