Blog

Meet StackGen at AWS Summit 2026

neel@stackgen.com (Neel Shah) — Fri, 10 Apr 2026 08:00:29 GMT

Your Terraform queue is backed up. Your platform team is fielding tickets instead of shipping improvements. Your developers are waiting three days for an environment that should take three minutes. And somewhere upstream, a compliance audit is scheduled that nobody’s fully prepared for.

Five Security Principles for Enterprise Agentic AI Systems

Cesar Rodriguez — Wed, 08 Apr 2026 23:30:34 GMT

Agentic AI is crossing a threshold. For the past two years, most enterprise AI projects were bounded: a model answered questions, a human reviewed the output, and nothing happened autonomously. That boundary is dissolving. Agents now plan multi-step workflows, invoke tools, write to systems of record, trigger approvals, and take real-world actions with or without a human in the loop for each step.

Why MCPs Are the Missing Piece in Every Platform Engineer's Toolchain

navin@opsverse.io (Navin Pai) — Wed, 08 Apr 2026 08:32:11 GMT

You've done everything right.

AI SRE vs. Traditional Incident Management: What's Actually Different

neel@stackgen.com (Neel Shah) — Mon, 06 Apr 2026 12:27:20 GMT

Someone gets paged at 2 am. They scan 47 related alerts, pull up Grafana, switch to Kibana, check recent deployments in GitHub, ask in Slack if anyone changed anything, build a timeline in their head, and 90 minutes later form a hypothesis about root cause. They're right. The fix takes four minutes. The incident took two and a half hours.

The Agentic SI: What the Next Generation of Systems Integrators Actually Looks Like

tilak@stackgen.com (Tilak Yalamanchili) — Thu, 02 Apr 2026 15:45:00 GMT

Key Takeaways

A new archetype of SI is emerging — built on AI agents as the primary production system, not as a feature layered onto unchanged delivery models.
Five dimensions separate genuinely AI-native firms from those using AI as a label: how they organize people, structure delivery processes, build proprietary tools, define their portfolio, and price their work.
The pricing model is the clearest signal: firms that charge on outcomes believe their value is in results. Firms that charge by the hour believe it is in time spent.
Leadership behavior is a leading indicator; the five dimensions are lagging ones. Watch for leaders who publicly name the cannibalization risk, speak with operational specificity, and restructure job architectures rather than add training programs.
Disruption is arriving from three directions simultaneously: AI platform companies entering SI territory from above, enterprise teams building more internally, and VC-backed vertical software vendors converting services to products.
The five dimensions are a practical self-assessment framework — not just a way to evaluate others.

Top AI-Powered Tools for Infrastructure Management in 2026

neel@stackgen.com (Neel Shah) — Thu, 02 Apr 2026 11:18:55 GMT

Introduction

Your platform team is drowning. Developers are shipping code faster than ever. GitHub Copilot, Cursor, and Claude are making every engineer 30–40% more productive. But the infrastructure that has to support all that code? Still largely manual. Still ticket-driven. Still requiring a platform engineer to hand-hold every IAM role change, every Terraform state migration, every compliance audit.

Beyond Policy Gates: How Aiden Shifts Compliance Left

nikhilr@stackgen.com (Nikhil Ravindran) — Mon, 30 Mar 2026 10:47:55 GMT

Introduction

Every Platform Engineer knows the frustration: you're ready to deploy infrastructure changes, only to hit a wall of policy violations. Your CI/CD pipeline fails with cryptic errors. Security raises concerns. You spend hours digging through policy documentation, making changes, and running the pipeline again, hoping this time it passes.

Terraform vs. Pulumi vs. AWS CDK: Choosing the Right IaC Tool

neel@stackgen.com (Neel Shah) — Tue, 24 Mar 2026 11:17:31 GMT

Introduction

If your team is re-evaluating IaC tooling right now, you're probably not doing it because you woke up one morning and felt curious. You're doing it because something broke, a renewal invoice arrived 40% higher than last year, a SOC 2 audit flagged infrastructure drift you couldn't explain, or your platform team became the bottleneck that every product squad routes tickets through.

Top AI-Powered DevOps Tools for 2026

neel@stackgen.com (Neel Shah) — Fri, 20 Mar 2026 09:20:15 GMT

Introduction

This post breaks down the 12 AI-powered DevOps tools that matter most in 2026: what they do, what pain they actually solve, and how they fit together into a stack that ships faster and stays reliable.

Deploy and Govern Cloud IaC with StackGen MCP + Cursor

neel@stackgen.com (Neel Shah) — Tue, 17 Mar 2026 17:13:36 GMT

Introduction

Most infrastructure problems don't start with bad code. They start with missing context.