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Essays on AI tooling, plus launch stories from the founders themselves.

1 min read

GitHub adds automated code coverage generation with AI

GitHub has introduced a new option in repository Code Quality settings to generate coverage workflows automatically using artificial intelligence. The system opens a pull request for review before merging. The feature is currently available in public preview for GitHub Enterprise Cloud and Team users on github.com.

aicode coveragedevelopment tools
1 min read

Cloudflare announces Kitesurf, a browser for agents

Cloudflare has announced Kitesurf, a new browser built specifically for artificial intelligence agents. The project runs entirely on top of V8 isolates on Cloudflare Workers and is currently available for free while in beta within Browser Run.

ai-agentsbrowsercloudflare
1 min read

GitHub Copilot adds comment triggers for cloud agent automations

GitHub released a new feature allowing users to trigger Copilot cloud agent automations via issue and pull request comments. The addition supports workflows such as investigating errors and generating documentation, and is available to existing subscribers across multiple tiers.

automationcloud agentscopilot
2 min read

Cloudflare adds agent readiness and AEO tools to dashboard

Cloudflare has integrated Agent Readiness and a new Answer Engine Optimization tool into its dashboard. The diagnostic feature scans websites to check how AI agents read them, grouping tasks from quick wins to commerce standards, while the AEO tool tracks brand visibility across major assistants.

aeoai-agentscloudflare
1 min read

GitHub Spark closes for new users and apps

GitHub has announced the upcoming retirement of GitHub Spark, with new user signups and app creation ending on 4 August 2026. Existing users have until 31 August 2026 to export their creations. Meanwhile, the underlying inference service shut down earlier on 30 July 2026.

ai toolsgithubgithub spark
1 min read

Cloudflare updates AI search with discover parsing and free embedding

Cloudflare announced developer experience improvements to Cloudflare AI Search, including a new Discover parsing option for websites without sitemaps, single public endpoints for namespace searching, and custom domain support. The company also reports that embedding and reranking are free when using select models from the Workers AI catalog.

ai searchcloudflareparsing
1 min read

LFM2.5-2.6B arrives for local agent deployment on edge devices

Liquid AI has released LFM2.5-2.6B, a new model built for local agent deployment on edge devices. Pre-trained on approximately 34T tokens with a 128K context window, the model achieves decode speeds of 220 tokens per second on an Apple M5 Max and features day-one ecosystem support.

agentsedge aihugging face
1 min read

Kimi K3 arrives in GitHub Copilot

GitHub has made the open-weight Kimi K3 model generally available in GitHub Copilot. Hosted on Fireworks AI, the model is rolling out gradually across Pro, Pro+, Max, Business, and Enterprise plans, with specific pricing listed for tokens.

ai modelsfireworks aigithub copilot
1 min read

Mistral AI introduces Shieldstral open safety classifier

Mistral AI has released Shieldstral, a 3B open-weights multimodal safety classifier available under the Apache 2.0 license. The model accepts plain-language policies at inference time to evaluate text and images, returning a calibrated safety score from a single forward pass without requiring model retraining.

ai safetycontent moderationmistral ai
1 min read

Google DeepMind open sources WeatherNext 2 and WeatherNext cyclones

Google DeepMind has open sourced its WeatherNext 2 and WeatherNext Cyclones models. According to the company, the models achieve leading accuracy in predicting cyclone tracks, intensity, and wind structure, giving meteorologists an extra day of predictive accuracy on average.

aigoogle deepmindmachine learning