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ARCHITECT’S LOG | Episode 10: Traffic Control inside the VPC Previously i wrote on AWS VPC Basics1, now I'm looking into the Traffic control of AWS VPC. "A network without subnets is like a house without rooms. You need walls to stay organized and...

A few years ago, machines were… decent at language. They could read words. Predict next words. But they didn’t really understand relationships. They read like this: ➡️ One word at a time ➡️ Forgetting what came before ➡️ Struggling with long conte...

Over the last year, the widespread obsession with basic RAG Retrieval-Augmented Generation architectures has pushed hundreds of companies into a systemic bottleneck. The promise was undeniably seductive: "upload your documents and chat with your data...

What if one AI model could simulate all fluids, from ocean currents to plasma in space? The problem: Simulating liquids and gases has always been slow and expensive. And that's the reason current AI models are limited to one specific use case...

Kitsune Chaos1 is a collection of physics simulations and engineering calculators designed to help users learn by experimenting instead of just reading formulas. What It Offers No ads, no accounts Instant interaction Beginner-friendly tools E...

Hello, I'm Ganesh. I'm building git-lrc, an AI code reviewer that runs on every commit. It is free, unlimited, and source-available on Github. Star Us to help devs discover the project. Do give it a try and share your feedback for improving the produ...

Quantum computing isn't science fiction anymore—it’s a looming reality that threatens to crumble the foundations of RSA and ECDSA encryption. If you think you have time to wait, you’re likely already in the crosshairs of a "Harvest Now, Decrypt Later...

Greetings, Coder Legion. Managing fifty independent WordPress installations for B2B enterprise clients is a massive operational liability. Every core update, plugin synchronization, and server maintenance task demands redundant labor that destroys ...

Imagine you have an upcoming interview at Big Tech. You see 2 coding rounds, 1 behavioural round, and …. 1 System Design. > This was originally published on https://www.mockingly.ai/blog You start to wonder if it’s backend system design, or will ...

Combine Tools & Skill to create Agent Modern agentic systems usually expose two strong but separate abstractions: Tools, which give an LLM executable capabilities Skills, which package reusable instructions for a narrow task This article shows ...

You just shipped a feature. It passed all the tests. Ran perfectly on your laptop. You felt good. Then production caught fire at 2 AM. Not because the logic was wrong. Because you only tested the happy path. The one user path. The clean, fast, pred...

Most production queries aren't novel - they're recurring patterns that have already been solved. Re-running them through a full model call every time is unnecessary overhead. Engram is a proposal for a deterministic operations layer that sits in fro...

Most apps that claim "memory" don't have it. I spent 200 days testing AI companion apps. 15 platforms, every subscription paid out of pocket. What I found, consistently, is that "memory" in marketing copy usually means one of three things: a context...

If we don’t draw a clear boundary between human and AI decision authority, we’re not being serious about risk. In safety critical domains, this isn’t an “easy job” or a checkbox role. It carries real weight decisions can affect life, liberty, and i...

Git worktrees are not new. They were introduced back in 2015 as part of Git version 2.5. For years, they stayed mostly under the radar, used by a small group of developers who understood their value. Now they are suddenly everywhere. In 2025 and 20...