Creuto: AI Technology & Product Insights
Stay informed with practical insights from the Creuto team on artificial intelligence, custom software, mobile applications, SaaS development, product engineering, technology trends, and digital transformation.
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Vulnerability alert fatigue: what to automate, what to keep
Almost every vulnerability your scanner escalates will never be exploited. A triage pipeline built on CISA KEV, EPSS and auto-dismiss rules that automates five steps and leaves one decision with a named engineer.
Akash Mohapatra
Sep 23, 2026
Amazon CloudWatch Omni: the AI that joins your incident
AWS made CloudWatch Omni generally available in three regions, with a DevOps Agent that joins investigation sessions. We read both launch posts and the pricing page to separate what it does from what it suggests.
Akash Mohapatra
Sep 23, 2026
Cloudflare Python Workers GA: FastAPI and Django at the edge
Cloudflare Python Workers are generally available, running FastAPI, Django and Flask with native bindings to D1, R2 and Queues. Here are the documented limits and where a container or Lambda still fits better.
Akash Mohapatra
Sep 22, 2026
Unused Kubernetes PVC clean-up: the new 1.37 Unused condition
Kubernetes 1.37 marks every PersistentVolumeClaim with an Unused condition and the time it went idle. Here is how to query it, where it misleads, and a clean-up order that never loses data.
Akash Mohapatra
Sep 22, 2026
Speed up CI pipeline runs: Linear's playbook for AI-era load
Linear's test suites almost quadrupled as agents wrote more code, yet PR wait fell to just over five minutes. What they changed, the shard-setup maths, and when caching slows CI down.
Akash Mohapatra
Sep 22, 2026
AWS Lambda 90 minute timeout: read the conditions first
AWS lifted Lambda's ceiling from 15 minutes to 90, but only for some functions and some invocation types. Here is which of your jobs actually qualify, and which ones should stay in Step Functions anyway.
Akash Mohapatra
Sep 20, 2026
.NET 8 end of support on 10 November: upgrade to .NET 10 or move on?
.NET 8 and .NET 9 both lose support on 10 November 2026. Upgrade straight to .NET 10 — and use the deadline to decide which parts of your system, if any, belong on a different stack.
Akash Mohapatra
Sep 19, 2026
Safari MCP: your coding agent can now test your site in Safari 27
Safari 27 includes an MCP server that lets coding agents see the DOM, network, console and screenshots in real Safari. How to set it up, where it helps web QA, and what else is new.
Akash Mohapatra
Sep 19, 2026
Cloudflare AI crawler block: is your site now hidden from AI search?
Since 15 September, Cloudflare's defaults block mixed-use AI crawlers on pages with ads for free-plan and new sites. How to check your settings and decide which AI crawlers to allow.
Akash Mohapatra
Sep 19, 2026
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