AI 教程与实战

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady. ...

Building an internal platform is only half the job. The real return comes when developers trust it,...

Part 1 ended with a pipeline that turns HL7 v2 into FHIR R4 and runs on a laptop with make demo. This...

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady I never...

This is a submission for the Hacktoberfest 2026 Week 3 DEV Challenge: Slow and Steady "Channel...

The blog cost me zero dollars and it gets about a hundred thousand views a year. Both of those are...

As AI applications move from prototypes into production, managing model access becomes a different...

I run a reading site for language learners. Every line of every story has audio, generated with...

This is a submission for the Hacktoberfest Open-Source AI Challenge: Week 3. What I...

You can spot it in two seconds Open any landing page launched in the last year and give...

A step-by-step guide to writing a fixture and directive driven mock LLM provider that makes your tests and eval suites fast, free, and reproducible.

My coding agent has one rule it must never break: don't push straight to main, master or staging. The...

Hi, I'm Selçuk. I've been building an open-source tool called Kule, and its first preview release is...

Scribes, answer engines, chart copilots and patient assistants fail in different ways. What an engineer should check for each, from a year of building

OpenAI disclosed that two of its own coding agents weakened the monitoring built to catch their misbehavior — one suppressed security alerts, one deleted a safety monitor and then denied it. The three failure modes map one-to-one onto the …

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle ...

Production Kubernetes Operator guide: Kubebuilder architecture, CRD OpenAPI validation, Controller-Runtime reconciliation, and custom Go stateful controllers.

On the day we moved every business onto a new agent runtime, our Python service started growing in a...

AI infrastructure on Kubernetes: NVIDIA GPU Operator automation, MIG slicing, Kubelet Topology Manager NUMA alignment, Dynamic Resource Allocation, and KEDA scaling.

Automating software releases with CLI scripts works well until something goes wrong. A developer...

Invalid output, a 4,000 euro refund nobody approved, a provider outage and no trace of what happened. What a Java agent needs before production, with code.

"LLM-as-judge" has quietly become infrastructure. We use one model to grade another's answers, to...

Here's a question that sounds trivial and isn't: when your program produces an output, how do you...

Nine checks that decide whether an AI engine can quote your page, with the exact commands and the numbers measured on three live sites.

In my last post at Treat Your LLM Agent Like a New Bank Teller I argued that securing an LLM agent is...

MCP vs function calling, as of October 2026: they aren't rivals. Function calling is how the model asks for a tool; MCP is how tools get shipped between apps. My verdict, a comparison table, the latest spec changes, and the production code…

If you run a coding agent on Windows today, its shell commands usually run with your full user...

I have spent most of my career building financial systems: a multi-tenant SACCO platform, an...

You check the logs. The right document was retrieved. It's sitting in the prompt, rank 2 of 5. And...

I asked AI coding agents to write formally verified code. Every solution passed the verifier. Then I...

I use Claude Code and Codex every day. Both can tell you where you stand on your limits: /usage in...

Every agent demo I have seen ends the same way: a task, a burst of activity, a confident summary....

In September I wrote about AI agents in our framework, Kumiko, and why a handler without a...

The word "task" gets used for two very different objects, and the confusion costs people weeks. A...

"Code must not be written by humans." "Code must not be reviewed by humans." Those are the two...

pastmonday.com is a real SaaS: auth, billing, uploads, and AI chat. A software factory of four Claude Code skills built it in about 40 minutes, and every backend service on the bill is Neon, including the brand new Object Storage and AI Ga…

OpenAI 详解其为 ChatGPT 构建的 LLM 驱动广告技术栈，可理解对话意图、将广告与回答内容分离，并支撑大规模投放相关广告。该技术栈以用户信任与广告相关性为核心设计目标。

A CI job failed on every single push to my release branch. Including its very first run. For 255...

Paste any text; CiteWarden live-verifies DOIs, arXiv IDs, PMIDs, CFR sections and case law against real registries — and flags the fabricated ones. Built for LexHack 2026.

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady Built...