Engineering Insights

0.135.3

Features ✨ Add support for @app.vibe(). PR #15280 by @tiangolo. New docs: Vibe Coding. Docs ✏️ Fix typo for client_secret in OAuth2 form docstrings. PR #14946 by @bysiber. Internal 👥 Update FastAPI People - Experts. PR #15279 by @tiangolo. ⬆ Bump orjson from 3.11.7 to 3.11.8. PR #15276 by @dependabot[bot]. ⬆ Bump ruff from 0.15.0 to 0.15.8. PR #15277 by @dependabot[bot]. 👥 Update FastAPI GitHub topic repositories. PR #15274 by @tiangolo. ⬆ Bump fastmcp from 2.14.5 to 3.2.0. PR #15267 by @depe

How Dart and Flutter are thinking about AI in 2026

CUDA Tile Programming Now Available for BASIC!

Note: CUDA Tile Programming in BASIC is an April Fools’ joke, but it's also real and actually works,  demonstrating the flexibility of CUDA. CUDA 13.1... Note: CUDA Tile Programming in BASIC is an April Fools’ joke, but it’s also real and actually works, demonstrating the flexibility of CUDA. CUDA 13.1 introduced CUDA Tile, a next generation tile-based GPU programming paradigm designed to make fine-grained parallelism more accessible and flexible. One of its key strengths is language openness: a

Securely connect AWS DevOps Agent to private services in your VPCs

AWS DevOps Agent is your always-available operations teammate that resolves and proactively prevents incidents, optimizes application reliability and performance, and handles on-demand SRE tasks across AWS, multicloud, and on-premises environments. It integrates with your existing observability tools to correlate telemetry, code, and deployment data to reduce Mean Time To Repair (MTTR) and drive operational excellence. […]

NVIDIA Platform Delivers Lowest Token Cost Enabled by Extreme Co-Design

Co-designed hardware, software, and models are key to delivering the highest AI factory throughput and lowest token cost. Measuring this goes far beyond peak... Co-designed hardware, software, and models are key to delivering the highest AI factory throughput and lowest token cost. Measuring this goes far beyond peak chip specifications. Rigorous AI inference performance benchmarks are critical to understanding real-world token output, which drives AI factory revenue. MLPerf Inference v6.0 is th

Accelerate Token Production in AI Factories Using Unified Services and Real-Time AI

In today’s AI factory environment, performance is not theoretical. It is economic, competitive, and existential. A 1% drop in usable GPU time can mean... In today’s AI factory environment, performance is not theoretical. It is economic, competitive, and existential. A 1% drop in usable GPU time can mean millions of tokens lost per hour. Minutes of congestion can cascade into hours of recovery. A rack-level power oversubscription can lead to stranded power and reduced tokens per watt, silently er

Node.js 25.9.0 (Current)

Now Available: DigitalOcean Cloud Security Posture Management (CSPM)

Keeping cloud infrastructure secure at scale is challenging. Infrastructure drift, exposed services, and sprawling identities create risk, and teams don’t always have the time or expertise to maintain a consistent security posture across their environments. To help teams operate reliably in production with clear visibility into potential security issues, today we’re launching DigitalOcean Cloud Security Posture Management (CSPM). CSPM provides agentless, in-dashboard visibility into your infrast