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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

Claude Opus 5 pricing: same sticker, different bill

Claude Opus 5 launched July 24, 2026 at $5 per million input tokens and $25 per million output tokens, identical to Opus 4.8. It delivers near Claude Fable 5 performance at half Fable's price and is now the default model on Claude Max. New effort settings let teams trade capability for token savings, which means two teams on identical pricing can now run up very different bills. Finance teams, that last part is your problem. Anthropic has shipped a model that costs exactly what the old one cost.

OpenAI Codex pricing in 2026: plans, token costs, and usage limits

Codex pricing runs six tiers, from free to $200 a month, but the sticker price is not your real bill. OpenAI Codex pricing 2026 charges by the token, not the plan, a change that took effect in April. Plus is $20, Pro starts at $100, and everything past that depends on how many files you let the agent read. Most Codex pricing guides hand you a price list and call it done. That is like pricing a taxi ride by the door handle. The meter is what matters, and OpenAI put a real one on Codex this year.

Your platform team isn't a ticket queue, here's the fix.

Centralized ops creates a single point of failure: every request waits in line, and your best engineers spend their day gatekeeping instead of building. Self-service APIs change that. Developers get what they need without filing a ticket, and platform teams get their time back for the infrastructure work that actually moves the needle. Still routing everything through one central team? Tell us your setup in the comments.

Keeping Critical Infrastructure Running Smoothly

In modern business operations, any system failure can cascade into significant downtime and financial loss. Keeping critical infrastructure running smoothly is not just an IT concern; it's a core business function that ensures continuity, security, and efficiency. This involves maintaining everything from the data centers that power your digital services to the physical machinery that moves your products.

Two confident fixes missed this production bug

Every new signup posts a message to our Slack. The format is dull and reliable: Overnight this week one arrived like this: That trailing nothing was the entire incident. No error logs, no alerts. A returning user had signed up, our signup service had attached them to a tenant we deprovisioned back in December, and the only symptom in the whole company was a Slack message that ran out of words.

Agentic AI in the Data Center: What It Really Means, and Why Security Has to Come First

Agentic AI means a system that acts on behalf of a specific person, within that person’s exact role and access permissions — not a general term for “smart” software. In data center infrastructure, agentic AI only becomes safe to deploy once three things already exist: a complete monitoring pipeline, an analytics pipeline, and a control pipeline governed by strict role-based access control.

Cortex | Enhanced Filters in Engineering Intelligence

Filtering in Engineering Intelligence just got a lot more precise. In this Feature Friday, Principal Product Manager Christine Byun walks through the enhanced filters now live across the platform, using PR cycle time in the Data Explorer as an example. What's new: Try it out in Engineering Intelligence today.