Tag

AI Native

SaaS Architecture

Agent-Ready SaaS: Building Software Other People's Agents Can Use

For twenty years the question was whether a person could use your product. The new question is whether an agent can, because agents now shortlist, evaluate, operate and increasingly buy software on someone's behalf. Agent-readiness is not a feature you add later; it is a property of your data model, your API and your permission system. This is what it actually requires.

IrenicTech · Sep 21, 2026 · 8 min read

Agentic AI

AI Agent Development in 2026: From First Prototype to Production

Most writing about AI agents is either a demo or a warning. This is the working guide: what an agent is made of, how it reaches your systems through MCP, when one agent should become several, how much the model choice actually matters, why the majority never reach production, and what governance has to be in place before any of it is load-bearing. Every section links to the deeper piece on that question.

IrenicTech · Sep 21, 2026 · 16 min read

Agentic AI

Developers Use AI for 60% of Their Work and Can Delegate Almost None of It

Anthropic's own research says developers use AI across roughly 60% of their work but can fully delegate only 0% to 20% of tasks. That gap is not a failure of the models. It is the actual shape of agentic development, and it changes what you should expect from an AI-native team.

IrenicTech · Jul 12, 2026 · 5 min read

Cybersecurity

The AI SOC Is Real. Most of the Numbers Sold With It Are Not

Microsoft says its agents automate 75% of phishing and malware investigations. That's real, and it's vendor-reported. Meanwhile the Gartner stat, the false-positive rate, and the SOC cost comparison everyone quotes trace back to nothing at all. Here's how to tell the difference.

IrenicTech · Jul 12, 2026 · 6 min read

Cloud Infrastructure

98% of FinOps Teams Now Manage AI Spend. Two Years Ago It Was 31%

The State of FinOps 2026 says 98% of practitioners now manage AI spend, up from 31% two years ago. It also says the easy cloud savings are gone and teams are being asked to self-fund AI out of optimization. Those two facts collide.

IrenicTech · Jul 12, 2026 · 5 min read

Healthcare

Everyone Cites HIPAA for Healthcare AI. The Rule That Actually Binds You Is Section 1557

81% of physicians now use AI, up from 38% in 2023. Meanwhile the compliance conversation is stuck on HIPAA, where no AI guidance exists, and ignoring Section 1557, where a binding obligation has been in force since May 2025.

IrenicTech · Jul 12, 2026 · 6 min read

DevOps

Agents Don't Fix Broken Engineering Practices. They Scale Them

The best line written about agentic development this year is that agents do not magically fix broken engineering practices, they scale them. If your tests are thin and your review is a rubber stamp, an agent makes that worse at speed. Here's the readiness check.

IrenicTech · Jul 12, 2026 · 6 min read