News & articles
Company updates, industry news and practical articles on development, digital products, security and growth.
GitHub: AI accelerates open source, but security still comes from process
GitHub’s work with open-source projects shows that AI-assisted development can speed up analysis and remediation, while the strongest outcomes still depend on expert review and security tooling.
Read ↗Cloudflare Agents Week: internet infrastructure is adapting to autonomous agents
Cloudflare’s August releases revolve around agent-native infrastructure: applications increasingly need to serve software agents acting on behalf of users, not just humans in browsers.
Read ↗GPT‑5.6 and the next phase of AI engineering: the whole product system matters
OpenAI introduced GPT‑5.6 in July and later updated parts of its pricing. For product teams, the bigger story is how AI is becoming a normal infrastructure layer rather than a standalone feature.
Read ↗AI agents can modernise complex scientific software — but stewardship still matters
An OpenAI field report shows coding agents working on scientific codebases where legacy complexity and the cost of error are far beyond a simple greenfield demo.
Read ↗Google argues that production prompts should behave like build artifacts
Google’s modular prompt transpilation approach shows how agent instructions are moving from ad-hoc text into versioned, validated engineering assets.
Read ↗Google LiteRT.js brings high-performance ML inference directly into the browser
Google introduced LiteRT.js for running machine-learning models in web applications through WebGPU, future WebNN support and a WebAssembly CPU fallback.
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