A few weeks ago, if you'd asked me what "DevRel" stood for, I would've squinted, smiled, and given you a confident-sounding non-answer. Today I'm in a DevRel mentorship program so let me close that knowledge gap for you the way it got closed for me ...

Many business owners invest in a website expecting more visitors, leads, and sales. But after launching, they realize something frustrating — people visit, but they do not stay, engage, or convert. A website is not only about appearance. It must per...

TL;DR Autonomous coding agents are good at writing code. They are bad at knowing what's actually risky about the code they just wrote. I built Verishttps://github.com/vighriday/Veris -- an MCP-native verification intelligence layer. You point it a...

AI workflow automation is becoming a new operating layer for modern software teams. Companies no longer want simple chatbots, isolated scripts, or one-off SaaS automations. They want systems that can understand intent, retrieve knowledge, call tools,...

Install Hexabot CLI and Create Your First AI Workflow Project Getting started with a new automation platform should not take hours. In this tutorial, I’ll show you how to install the Hexabot CLI, create a new project from the starter template, and...

Apple Intelligence 2.0 and Siri AI Apple used the WWDC26 keynote to introduce a new generation of Apple Intelligence that expands on last year's generative features. The upgraded system runs on a privacy‑preserving architecture that uses on‑device ...

title: "Reconciling P2P Collaborative States via WebRTC Data Channels" published: true description: "Mastering peer-to-peer signaling, NAT traversal mechanics STUN/TURN, and robust client-side state synchronization using WebRTC Data Channels." tags:...

title: "Distributed Systems: Implementing the Raft Consensus Protocol from Scratch" published: true description: "Deconstructing distributed consensus, state machine replication, leader election algorithms, and split-brain mitigation in distributed ...

Businesses today are under constant pressure to improve efficiency, reduce costs, and deliver better customer experiences. As markets become increasingly competitive, organizations are turning to intelligent automation to streamline operations and en...

TL;DR: I got tired of switching between a dozen browser tabs for developer tools. So I built Smart Utils Desktop – a native app that handles JSON formatting, regex testing, and cron scheduling. All offline. All private. All in one place. The Problem ...

How a 1951 statistics formula quietly keeps your chatbot from going feral Two ideas sit underneath every modern AI assistant you've ever used. One is a seventy-year-old equation from information theory. The other is the training trick that turned a...

Modern .NET development often relies on LINQ Language Integrated Query to retrieve, filter, and transform data efficiently. LINQ provides a clean and readable way to work with collections, databases, XML files, and many other data sources. However, t...

Nobody announces small features. You ship them, they're in there, and the people who find them either notice or they don't. I want to start documenting these because some of them are the kind of thing that makes a tool actually worth using day-to-day...

Controlled Burns for Organizations What the Forest Service knows about change that consultants don't. In late winter, somewhere on the Coronado National Forest, a crew with drip torches walks a ridgeline. The relative humidity is above forty perc...

A client handed me SSH access to a server they'd been running for two years. No documentation. No handoff notes. No "here's what's running and why." Just a root password in a LastPass share and a Slack message that said "it hosts our web app, let us...

The rapid proliferation of agentic AI systems introduces a fundamental challenge: maintaining clear AI identity in digital interactions. As AI models become more sophisticated and integrated into critical applications, users increasingly interact wit...