FinOps
FinOps explained: every stage, every action, and where AI agents fit
Three phases and 22 capabilities make up FinOps for cloud and SaaS spend, and AI agents now automate nearly half of them.
#Engineering
7 stories tagged Engineering.
AI
Vibe coding is loud online and rare in real codebases
Vibe coding dominates AI discourse, but most professional developers still avoid it. The 2025 survey data shows why: the output is almost right too often.
Engineering
Your agents are working too hard
Developers using AI agents report personal speed but little team-wide gain, and agents stay niche. Teaching agents when to stop is the fix.
Engineering
AI chips give 24x more per dollar, if you can afford the sticker
AI chip performance per dollar improves about 37 percent a year, yet each new flagship costs more upfront. The GB300 delivers 24 times the value of a P100 at nine times the price.
Engineering
Context windows grew 30x a year. Your retrieval stack noticed
LLM context windows have expanded about 30 times a year since 2023, from a few thousand tokens to over a million. The change quietly rewrites how RAG systems should be built.
Engineering
The world's AI compute now doubles every seven months
Doubling every seven months, the installed stock of AI chips grows 3.4 times a year, and the bottleneck has shifted to power and buildings.
Engineering
Inference got cheap, but not for the work that pays
LLM inference costs fell between 9 and 900 times a year depending on the task. The cheapest gains landed on easy work, while frontier reasoning barely moved.