Key takeaways Deepgram consistently outperformed Whisper by 3x to 4x on word error rate in our benchmarks (1.53% vs 6.82% on clean test audio). On noisy production calls, the gap Continue reading How We Built an AI Voice Agent: Backend Architecture Guide
You maintain a shared Terraform module. You need to make a breaking change. Which repos across your org actually source it — and at which version? Here’s why the answer Continue reading How to Find Every Consumer of Your Terraform Module
On March 13, 2026, Anthropic announced that the 1 million token context window is generally available for Claude Opus 4.6 and Claude Sonnet 4.6. It made Hacker News #1 with Continue reading Context Windows Explained: Why 1M Tokens Changes How You Architect AI Applications
Introduction The evolution of .NET over the past few years has been strongly aligned with modern infrastructure demands: containers, microservices, serverless execution, and edge computing. With .NET 10, Microsoft continues Continue reading .NET 10 and the Next Leap in Native AOT for Cloud-Native Apps
Every Flutter tutorial makes it look easy. Build a counter app, add some widgets, run hot reload, done. But shipping 24 production Flutter apps to the App Store and Google Continue reading What 24 Flutter Projects Taught Us About Building Production Apps published
If you want to practice JavaScript with a tiny but useful project, a weight converter is a good place to start. In this example, we will build a simple kilograms Continue reading Build a Simple Kilograms to Grams Converter with HTML, CSS, and JavaScript
I’ve been building a small file-sharing tool called SimpleDrop, and honestly, it started because I was annoyed. Annoyed at spinning up an S3 bucket just to send a colleague a Continue reading What’s Changing in Cloud Storage in 2026: Trends Every User Should Watch
We dispatched wave 1 at 6 AM. By midnight, we were on wave 54. Here’s what we learned. What’s a Wave? In Pantheon, our multi-agent orchestration system, a “wave” is Continue reading 54 Waves: What Happens When AI Agents Never Stop Working
We built a custom WebSocket gateway for agent-to-agent communication. It went down. Discord didn’t. Here’s what happened and why we’re not rebuilding the gateway. The Setup We run a multi-agent Continue reading Discord API as Agent-to-Agent Communication — Better Than Custom Gateways
If you’re building an Android app for the first time, this will save you weeks. The Wall Nobody Warns You About You finish your app. You pass policy review. You’re Continue reading How to Get 12 Testers for Google Play Closed Testing Fast (What Nobody Tells You)
Abstract In this post, we explore the evolving landscape of open source funding, with a focus on sustainable maintenance and developer support. We delve into historical perspectives, core models such Continue reading Funding Open Source Innovation: Empowering Sustainable Maintenance and Development
Self-hosting PostHog gives you full control over your analytics data. No third-party servers. No usage caps. No $450/month bills. But the deployment docs skip over a lot. I learned that Continue reading I Spent 12 Hours Debugging PostHog Self-Hosting So You Don’t Have To
Everyone starts the same way. You Google “top ServiceNow partners” get a list of big names, and assume the biggest one with the fanciest tier is the safest bet. Honestly, Continue reading Picking a ServiceNow Partner Is Harder Than It Looks
You didn’t notice when it started. One day you’re stuck on a bug. You ask AI. It answers. Clean, fast, confident. Nice. Next week, same thing. Week after that. Every Continue reading Don’t Let AI Become The Leech Inside Your Brain
I’ve been working on a product called MarketGeist, and I’m at that dangerous stage where an idea can still be either genuinely useful or just very well-designed nonsense. The problem Continue reading I’m Building a Canvas-Style Market Research Workspace — Does This Direction Make Sense?
