Presentation: You Can't Trust Your AI Bill. And Neither Can I
Erik Peterson discusses why AI spend is eclipsing cloud bills, triggering a major software engineering cost crisis. He explains tokenmaxxing, unit e…
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Claude Opus 5.5 vs. Opus 5 on reasoning tasks: Cheaper, faster, but not better
When Anthropic released Claude Opus 5.5 this week, the company claimed the new model costs 40% less than Opus 5 The post Claude Opus 5.5 vs. Opus 5…
OpenAI cut GPT-6 token prices in half. The bigger lever may be the cache.
OpenAI released GPT-6 Sol and Luna on Tuesday, essentially more affordable versions of GPT-6 Astra that come closer to Astra The post OpenAI cut GPT…
Podcast: Cloud and DevOps InfoQ Trends Report 2026: AI, Resilience, Platforms, FinOps, and Sovereignty
In this episode of the podcast, members of the InfoQ editorial staff and friends of InfoQ will discuss current trends in the cloud and DevOps domain…
Article: InfoQ Cloud and DevOps Trends Report - 2026
InfoQ editorial staff and friends of InfoQ are discussing the current trends in the domain of Cloud and DevOps as part of the process of creating ou…
JetBrains Details Its First Steps to Bring Rapidly Growing AI Spend Under Control
JetBrains has described how it began centralising AI usage after development-related spending increased roughly tenfold in six months. Rather than r…
Trust, transactions and tokenomics: AI agent infrastructure begins to standardize
As AI agents gain greater autonomy across the internet, a system of governance is emerging around three questions: how much The post Trust, transact…
AWS Previews FinOps Agent for Cost Analysis and Optimization
Amazon has released AWS FinOps Agent in public preview, a managed service that automates several common FinOps workflows. The agent can investigate…
Inside Atlassian’s Forge Billing Architecture for Distributed Usage Tracking at Scale
Atlassian details the Forge billing platform built for usage-based pricing across its cloud ecosystem. It processes large-scale usage events with co…
This AI agent startup ditched Anthropic for DeepSeek — and says it’s saving millions
The biggest blocker to sustainable AI deployment has emerged as inference cost. GitHub recently abandoned its flat-rate Copilot subscription in The…
How AI is solving the memory crunch it created
Memory has replaced compute as a primary constraint for modern tech teams. A perfect storm of hardware architecture limitations, semiconductor The p…
GitHub Slashes Agent Workflow Token Spend up to 62% with Daily Audits and MCP Pruning
GitHub reports cutting token costs in agentic CI workflows by up to 62% by pruning unused MCP tools, swapping some MCP calls for gh CLI, and running…
Why enterprise AI needs customization
Most organizations are approaching AI adoption the same way they once bought enterprise software: pick a vendor, standardize on a The post Why enter…