A project called Trace Commons invites users to donate their coding session traces to an open dataset licensed under CC-BY-4.0. The initiative aims to provide training data for open-weight and open-source AI models, countering potential data monopolies by Anthropic and OpenAI.
Donate your coding sessions to an open CC-BY-4.0 dataset
We Open Sourced Our LLM-based QA Agent To Catch Breakages Faster
Approxima is an open-source, self-hostable QA agent that monitors user journeys and supports Claude, Gemini, and GPT out of the box. It features Explore Mode, A/B Testing, and Self-healing to adapt to product evolution, with full support for local models and community contributions.
ChronicleBio uses AI to cure POTS; Mind Lab tests Macaron-V1 continual learning
ChronicleBio, founded by former OpenAI exec Fidji Simo, is using AI and 153 terabytes of blood data to cure Postural Orthostatic Tachycardia Syndrome (POTS). Meanwhile, Mind Lab's Macaron-V1 model surpasses GLM-5.2 in benchmarks by dynamically switching between five LoRA expert modules for continual learning.
Thinking Machines releases Inkling; Anthropic prepares IPO; OpenAI trains GPT-Red
Thinking Machines has released Inkling, a 975B-parameter mixture-of-experts model with 41B active parameters and multimodal reasoning. Simultaneously, Anthropic is preparing for a potential IPO later this year following a $65 billion funding round at a $965 billion valuation. OpenAI has also trained GPT-Red to iteratively generate adversarial prompts, which reduced failures on a prompt-injection benchmark by sixfold for GPT-5.6 Sol.
Mistral Vibe for Code leads four coding agents on scaffold-to-PR task
A capability comparison of Mistral Vibe for Code, Claude Code, OpenAI Codex, and Cursor evaluated their performance on a multi-stage workflow involving scaffolding, testing, and pull request generation. Scores were derived from documented features, published benchmarks, and vendor specifications as of July 14, 2026.
OpenAI Codex reaches 7M users, up >10x in 6 months
OpenAI's Codex product has reached 7 million users, representing more than a 10x increase from approximately 550k-700k users at the start of the year. This rapid growth coincides with the July 9 launch of GPT-5.6 Sol and recent infrastructure updates to manage usage.