Envoy Proxy logo and API gateway architecture diagram

Building Resilient API Gateways with Envoy Proxy: A Practical Implementation Guide

A hands-on guide to deploying Envoy Proxy as a production API gateway, covering circuit breakers, retries, rate limiting, and health checking patterns that keep your microservices alive under pressure.

September 13, 2026 · 11 min · 2253 words · martinuke0
Diagram-style illustration of an agentic harness with planner, tools, memory, and guardrails modules wired together.

The Architecture of an Agentic Harness: How Production AI Agents Actually Work

Most ‘AI agents’ demos hide a complex runtime underneath. Here is what actually runs in production — the planner, the tools, the memory layer, the guardrails, and the observability stack that holds it all together.

September 6, 2026 · 10 min · 1992 words · martinuke0
Abstract visualization of sliding attention windows over a token timeline

Building a Sliding-Window Attention Manager from Scratch

A from-scratch, runnable Python project that mimics the memory management at the heart of modern LLMs: sliding-window attention with dynamic eviction and a prefix-cache KV store. Includes architecture, code, tests, and a roadmap to senior-level.

September 6, 2026 · 14 min · 2843 words · martinuke0
Abstract network of autonomous agents connected to infrastructure

Agent Infrastructure Is Creating New Security Challenges

AI agents aren’t chatbots. They execute code, hold credentials, and call APIs on their own. Here’s why that breaks traditional security models — and what teams are doing about it.

September 5, 2026 · 8 min · 1650 words · martinuke0
A backend engineer's laptop showing a terminal with OpenClaw commands and a project dashboard.

Your First 7 Days with OpenClaw: A Field Guide for Backend Engineers

Seven days of hands-on notes on OpenClaw: what to install, what to configure, how to model real workloads, and the operational habits that separate a successful rollout from a stalled one.

September 2, 2026 · 8 min · 1563 words · martinuke0
Feedback