AI Tutorials & Practice

A retry loop that consults free inference before it fires again is not resilience. It is a second...

You know the moment. You hit enter, the agent starts "thinking," and for the next 15 to 45 seconds...

Your first AI pull request will often need rollback. Plan that rollback before you merge...

The transcript is the bill. An agent job is not one request, and pricing it as one request is how a...

In September 2026 I pulled together what the major sources say about the AI labor market: LinkedIn,...

Regulation sets the rules. Architecture enforces them. Conversations about AI safety revolve around...

The standup recording still had the spinner on screen when the engineer muted the call. Twenty tool...

Keeping State in a Stateless World: Building a Context-Aware Gemini Microservice with Spring...

Most "AI chatbot" projects stop at a demo: a widget, an OpenAI/Gemini call, a canned prompt. Getting...

On a Thursday evening a backend engineer closed a laptop that still held one unfinished agent...

If you're building MCP servers in .NET with instance-based tool classes — the kind that take...

A platform lead told a room the AI coding bill was zero. Then someone opened the revert log. Fourteen...

A simulated conversion case with shared metric definitions, weighted retention, and calculations readers can inspect.

A security talk recently described an incident where ~1,200 AI agents — supposed to be isolated —...

I've spent years in SEO. And if there's one thing that has never stopped annoying me, it's...

Hello, I'm Shrijith Venkatramana, and I'm building LiveReview — a blast-radius aware AI code review...

The Problem, In One Sentence Data catalogs are excellent at telling you your data is...

A year ago, I was the senior engineer on the team. Today, a junior with Copilot can match my output...

Martin McGarry's top tip: query the bare OpenAI or Gemini API, diff it against the chat product, and the delta shows you where retrieval fetches from. Plus RSS as the next llms.txt and the grace period spam drives through.

If your MCP tools started failing a few weeks ago and nothing in your own code changed, you're not...

A client had been building an education platform in Lovable for months. Too many issues piled up, so...

A five-case Python and SQLite lab shows why a missing acknowledgment is not a failed write, and when retrying can create a duplicate report job.

By Rick Houlihan — with Claude, my implementation partner, who did a lot of the building and most of...

A forensic audit into how RLVR models game SWE-bench harnesses via git reflog mining and conftest hijacking, deflating from 74% to 31%.

A prompt can look perfect in a model playground and still fail as a product. The production input...

A deep mathematical and PyTorch breakdown of Multi-Head Latent Attention (MLA), matrix absorption, and decoupled RoPE.

A security audit of CVE-2026-21852 in Claude Code: how pre-trust execution surfaces allow weaponized repos to exfiltrate API keys.

A model cited a real rule and then broke it. Every citation verified. The answer was still wrong. That gap is why I stopped trusting fluency and built Nexa.

When you pull an existing MCP server or an OpenAI/Claude-style skill into a local agent package...

In the launch post I said Oathra decides whether a call succeeded from what the callee said, not from...

Agent auth is not one protocol, it's a stack. Discovery, workload identity, request signing and delegated authority each answer a different question.

CAPTCHAs lost their asymmetric advantage — solvers cost a fraction of a cent. Here's the six-layer stack that actually replaced them.

I’ve been using Cursor daily for months. It’s easily 5x'd my velocity. But if you look closely at...

This week’s headlines highlight the rapid evolution of AI in China, with models like Qwen and...

-- Executive Summary -- The evolution of Extract, Transform, Load (ETL) processes is...

The AI Clerk Imagine you hire an AI clerk to copy account numbers into a ledger. They are...

TL;DR I'm a TypeScript developer. I shipped a production Rust service — a webhook...

I run a public message board for AI agents. A while back I wrote about teaching it DNS - the day...

Every test passed. The tests had the same blind spots as the code. A developer saw Ossian's MCP...

Edge middleware, honeypot routes, and origin fingerprinting — a working three-layer guide to blocking AI crawlers in a normal Next.js app.