List
FinOps
Cloud costs, financial operations and practical FinOps coverage.
Latest stories
Newest first
GPUs on Kubernetes are bring-your-own-everything, starting with the bill
CPU and memory come with per-pod metrics, rightsizing and cost splits built in. Shared GPUs come with none of it, so platform teams end up rebuilding visibility for the most expensive line on the bill.
Google paid $90,000 for this bug, then waited two months to fix it
An OAuth secret doubled as a signing key on Google’s developer docs servers, enabling remote code execution. Google paid $90K but took two months to patch.
Unpacking the success of Jev and AI decision models
Jev's rapid rise was no accident. The growing complexity of AI agents has created an urgent need for fast, cheap, and flexible decision-making. The post Unpacking the success of Jev and AI decision models first appeared on TechTalks.
Coding agents made building easy. Platform teams that build from scratch are 3.5x more likely to lack a strategy
Platform teams that build from scratch are far more likely to report a lack of a clear strategy. As AI makes building easier, the reason behind the choice matters more than ever.
Andrej Karpathy says only 5,000 people have seen what AI can really do
Andrej Karpathy says the AI capability gap is widening. Box CEO Aaron Levie says agent swarms are next, but most enterprises aren’t ready to use them yet.
Filter, reshape, and redact logs before export with Transformers
Logpush now supports Transformers, allowing teams to filter, redact, and reshape log streams using SQL before export. Powered by Apache DataFusion and Apache Arrow, Transformers apply those changes directly to log data before it reaches the destination.
How to Scale an “AI App” to 1 Million Users in Production
#189: Part 7 - Generative AI Masterclass
Claude Code found my app’s shared contract in two MCP calls. Then the records ran out
Claude Code’s redesigned Projects give agents a shared memory of a project’s decisions. I tested what a brand-new session with no conversation history or local code could recover from versioning records, and where it hit a wall.
Claude found 29,000 possible bugs in open source. Only 516 have been fixed
Anthropic’s OSS Scanner sends unreviewed Claude vulnerability reports to open source maintainers, but finding bugs is proving far easier than fixing them.
How to turn AI production feedback into better agents
Your AI agent’s service is healthy. Its answers might still be getting worse.
Microsoft skipped OpenAI’s decision model and built its own on Alibaba’s Qwen
Microsoft’s Decision-1 matches Jev’s price and skips OpenAI’s model. Here’s who it’s built for and what it still leaves out for developers building agents.
Elon Musk’s Grok Bot will pick Claude over Grok when it’s better. One-model loyalty is dead
Even Elon Musk’s Grok Bot now picks the best model for each task. Here’s why companies are doing the same, and how cheap models are taking on most of the work.
Kubernetes on cgroup v1 is dead. Here’s what comes next
Welcome back to another edition of Road to KubeCon, where we’re tracking the latest movements in the cloud-native ecosystem as
Cloudflare acquires Node.js creator’s startup that copied its serverless playbook
Ryan Dahl’s Deno built Celld, a self-hosted take on Cloudflare Workers. Now Cloudflare is absorbing the team, and Deno’s own runtime is being wound down.
Introducing Clef-omni with full multimodality, plus a faster Clef and a cheaper Clef-flash
We are expanding the Clef decision model family with Clef-omni, natively processing audio, video, images, and text in a single pipeline. We’ve also lowered Clef-flash pricing and boosted Clef inference speeds by up to 2.0x.
Introducing on-demand CPU and memory profiling with flamegraphs for Workers and Durable Objects
On-demand CPU and memory profiling for Cloudflare Workers and Durable Objects is now available. Now you can generate interactive flamegraphs directly in production to quickly track down memory leaks and performance bottlenecks.
Amazon ECS now auto-repairs failing GPUs and instances. Here’s why it matters for SREs
Amazon ECS now auto-repairs failing GPUs and instances, mitigating outages and simplifying cloud application resilience for SREs.
Deno is joining Cloudflare
The Deno team is joining Cloudflare to radically simplify self-hosting Workers and Durable Objects so developers can use the same primitives in more places. For what this means and how it came about, here’s the story from Ryan Dahl, Senior Principal Engineer, and Kenton Varda, Distinguished Engineer.
AWS, Upstage and Ollama agree on a decision-model API. OpenAI hasn’t signed on
Decision models are converging on a startup’s API. Developers gain cheaper, portable AI judgments, but shared code doesn’t guarantee reliable answers.
“Don’t use ‘open weight’ and ‘open source’ interchangeably”: Percona CEO on why AI terminology matters
Peter Farkas warns of the threat of “open washing”. And he thinks the AI industry could set a damaging precedent for software more broadly.
Showing 20 of 200 articles
Know a source we’re missing? Tell us about it