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How GitHub Cut Copilot Review Cost 20% by Fixing Agent Instructions
GitHub's Copilot code review team found that swapping tools wasn't enough. Rewriting agent instructions around reviewer workflows cut costs by 20%.
OpenAI GPT-5.6 Family: Luna, Terra, and Sol Breakdown
OpenAI launches GPT-5.6 in three sizes with aggressive pricing and strong agentic benchmarks. Here's what it means for developers in 2026.
Waze Gets Gemini: What AI Voice Integration Really Means
Google is integrating Gemini into Waze with conversational voice commands and smart routing. Here is what this means for developers and AI UX.
How Near-Free AI Intelligence Rewrites Data Systems
AI inference costs have fallen 50x per year. Here's what that means for how we build, query, and trust data systems going forward.
How Near-Free AI Intelligence Will Reshape Data Systems
AI inference costs have dropped 50x per year. Here's what that means for data systems, agentic workloads, and the developers building them.
Amazon EC2 R8i Instances Expand to Tokyo, Frankfurt, and Ireland
AWS R8in, R8ib, R8idn, and R8idb instances now available in Asia Pacific and Europe with up to 43% better compute per vCPU.
Cloudflare Smart Tiered Cache Now Works With Anycast Cloud Origins
Cloudflare's Smart Tiered Cache gains region hints for AWS, GCP, Azure, and Oracle Cloud, finally fixing hairpin routing for anycast origins.
etcd v3.7.0 Released: RangeStream, v2 Store Removal and More
etcd v3.7.0 ships RangeStream RPCs, drops the legacy v2 store bootstrap, overhauls protobuf deps, and brings real CPU savings for Kubernetes clusters.
When AI Has No Source: Implications for Developers
Exploring what it means for developers and the AI industry when models generate content with no traceable source material.
Cloudflare Smart Tiered Cache Now Works with Cloud Anycast Origins
Cloudflare's Smart Tiered Cache gains region hints for AWS, GCP, Azure, and Oracle Cloud, fixing hairpin routing caused by anycast IP ambiguity.
Amazon EC2 R8i Instances Expand to Tokyo, Frankfurt, and Ireland
AWS brings R8in, R8ib, R8idn, and R8idb EC2 instances to Asia Pacific and Europe with up to 43% better compute performance.
Cloudflare Smart Tiered Cache Now Works With Anycast Cloud Origins
Cloudflare's Smart Tiered Cache now supports AWS, GCP, Azure, and Oracle Cloud origins behind anycast IPs using region hints to fix hairpin routing.
How GitHub Cut Copilot Review Cost 20% by Rewriting Tool Instructions
GitHub's Copilot code review team found that swapping tools wasn't enough. Rewriting agent instructions around pull request workflows cut costs by 20%.
How Near-Free AI Intelligence Will Reshape Data Systems
AI inference costs have dropped 50x in a year. Here's what that means for data systems, agentic workloads, and developers building the next layer of infra.
Profiling Attention in PyTorch: From Naive to FlashAttention
A deep dive into profiling attention mechanisms in PyTorch, comparing naive, SDPA math, efficient, and FlashAttention backends using GPU traces.