A single developer shipping 72 story points per day across 7 components, 22 PRs per week, with zero regressions on main. This is not a theoretical exercise — it is the measured output of STOA Platform's AI Factory during Cycle 7 (February 9-15, 2026). This article explains the architecture, the coordination protocols, and the hard lessons that make it work.

If you are building an MCP gateway or any complex open-source platform, the patterns described here are directly reusable. They are not tied to STOA — we extracted them into a reusable pattern library (HEGEMON) that any project can adopt.

Kong and STOA both support the Model Context Protocol, but they approach it from opposite directions. Kong added MCP via plugins on its proven Nginx/Lua stack. STOA built MCP into the gateway core from day one. This article compares the two specifically on MCP capabilities — tool discovery, transport, authentication, governance, and agent workflow support — so you can choose the right MCP gateway for your AI agent architecture.

Kubernetes-native API gateway patterns have evolved from simple Ingress controllers to sophisticated multi-mode architectures that support AI agents, service mesh integration, and GitOps workflows. This guide covers the four essential patterns — Ingress Controller, Gateway API, sidecar gateway, and MCP gateway — with architecture diagrams, implementation examples, and a decision framework for choosing the right pattern for your use case.

GitOps means your infrastructure is defined in Git and automatically deployed from it. This guide explains what GitOps is, why it matters for solo devs and small teams, and how to start — from versioning config files to full ArgoCD automation.

You know how to git push your code. But what about your infrastructure?

Your Nginx config, your firewall rules, your database credentials, your Kubernetes manifests — where do they live? If the answer involves SSH, a shared Wiki page, or "ask Jean-Michel, he set it up" — you have a problem.

GitOps means treating infrastructure the same way you treat code: versioned, reviewed, auditable, and automatically deployed from a Git repo. No more SSH. No more "works on my machine." No more mystery configs.

GitOps is a core principle of open-source API management — and one of the reasons STOA was designed GitOps-first from day one.

10 practical security steps that take less than a day and prevent 95% of API incidents. No enterprise budget, no complex tooling — just engineering discipline. Covers secrets, rate limiting, CORS, auth, TLS, logging, and dependency management.

You're a freelancer. You shipped an API for a client. It works. Tests pass. Invoice sent.

Six months later, the client calls: someone scraped their entire user database through your API. No rate limiting. No input validation. Default CORS headers. The API key was in the frontend JavaScript.

This happens more often than anyone admits. And it's almost always preventable with a simple checklist. This is part of our open-source API management philosophy: security should be accessible to everyone, not just enterprises.

The API gateway landscape has evolved rapidly with the rise of AI agents, zero-trust architectures, and hybrid deployments. This glossary defines 30 essential terms every developer should know when working with modern API gateways in 2026.

STOA Gateway adds less than 2 microseconds of total overhead per request with API key auth and rate limiting enabled. Every benchmark is reproducible with published scripts, and our Gateway Arena runs comparative tests every 30 minutes on identical infrastructure.

This post shares our benchmarking approach, key results, and how you can reproduce everything yourself.

Deleted API keys stay in git history forever. This article shows you how to detect leaked secrets with gitleaks, remove them from history, and prevent future leaks with pre-commit hooks and proper secret management.

You removed the hardcoded API key from your code. You committed the fix. You pushed. You're safe now, right?

No. The key is still in your git history. Anyone with git log -p can find it in seconds.

This isn't a theoretical risk. GitHub scans over 100 million commits per day and finds thousands of valid secrets — API keys, database passwords, cloud credentials. Most of them were "removed" by developers who thought deleting the line was enough.

This is one of the most critical security gaps in modern API development — and one of the reasons we built STOA as an open-source API gateway with secrets management as a default, not an add-on.

Migrating from Axway API Gateway to an open-source alternative is a structured process that can be completed in 4-6 months using a phased, zero-downtime approach. This guide provides a feature mapping, migration roadmap, and practical advice for enterprise teams evaluating their options.

Every REST API endpoint can become an MCP tool that AI agents discover and invoke automatically. The conversion is a mapping exercise: your OpenAPI spec already contains the tool name, description, parameters, and endpoint URL that MCP needs. This guide walks through the process from a single endpoint to bulk automation using ToolSet CRDs.