How AI-native teams actually ship faster
The teams succeeding with AI changed how they validate code: machines verify correctness, validation runs in parallel, and senior engineers focus on risk.
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The latest News and Information on DevOps, CI/CD, Automation and related technologies.
The Hidden AI Bill: Why Non-Prod LLM Costs Spiral
Most teams know they are spending money on AI in production. Far fewer realize how much they are spending outside production. It’s easy to get lost as you evaluate which model has the best responses, is fast enough, and cheap enough to run in production. That is because the AI bill usually shows up as a giant blob. It is easy to see the total.
The "Secret" to Faster LLM Development Cycles
Stop paying for every test run! Building AI apps is expensive, but your dev environment shouldn't be. In this video, I show you how to use LLM simulation to get realistic responses and latency without the massive API bill.
Most decisions are just educated guesses
Even with perfect data and unlimited time, teams still make the wrong decisions sometimes.
Harness AI for Argo CD
Managing GitOps at scale shouldn’t feel like an endless game of "Whac-A-Mole." In this 3-minute demo, we show how Harness AI moves beyond simple syncs to provide agentic troubleshooting and automated orchestration for your entire GitOps estate. Watch as we use the Harness DevOps Agent to: Identify Common Failure Patterns: Instead of clicking through individual clusters, we ask the AI to analyze 4 out-of-sync applications simultaneously.
FinOps Leaders Who Will Win The AI Era Are Already Experimenting
Engineering teams are shipping faster than ever. AI coding tools like Claude Code and OpenAI’s Codex have quietly removed some of the biggest friction points in the development cycle — and the result is that FinOps teams are being asked to keep up with a pace most practitioners haven’t fully reckoned with yet. That acceleration has a cost consequence. More shipping means more services, more experiments, more infrastructure spun up without review cycles.
Resolve's Zero Ticket Minute - Ep. 15 #agenticai #itautomation #aiautomation
Agentic AI can act, decide, and resolve on its own. Powerful, but it comes with real risk. Without the right guardrails, autonomy can lead to data exposure, compliance issues, and unintended actions at scale. This episode shows how to keep control with governed, deterministic automation.
Feature Friday: Using Entity Relationship Types to Map the Perfect March Madness Bracket
Can an EngOps Platform help you win your family March Madness pool? It’s that time of year again, and the stakes are high. Despite watching hundreds of hours of basketball, we're tired of losing bets to a mom who barely follows the sport. This year, we’re leveling the playing field using Cortex. In this, we’re moving beyond microservices to show you the power of Entity Relationship Types. Watch as we take a chaotic tournament bracket and turn it into a structured, navigable engineering ecosystem.
