AI Tutorials & Practice
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TutorialsOrdinary
My upstream raised cache-hit pricing 15x overnight. Here's what I changed.
On September 1 my upstream provider repriced one of the models I depend on. Here's the part of the...
Source: DEV Community
TutorialsOrdinary
You Will Relearn Your Job Every Few Years, and That Is the Job
When I started in this field, I quietly believed there would come a point where I had learned enough....
Source: DEV Community
TutorialsOrdinary
Two Claude Code sessions can message each other. That does not stop them overwriting your files.
I ran two Claude Code sessions against one repository and assumed the hard part was coordination. It...
Source: DEV Community · Claude
TutorialsOrdinary
How to Implement AI Guardrails at the Gateway Layer
Security controls in AI systems often end up duplicated across applications. One team adds prompt...
Source: DEV Community
TutorialsOrdinary
Building With AI When You Don't Know the Architecture: A Survival Guide
I have spent the better part of the last five years watching the relationship between developers and...
Source: DEV Community
TutorialsOrdinary
Designing Web Content for LLM Crawlers, Not Just Googlebot
Most teams still optimise for Google alone. But large language models (LLMs) crawl and compress your...
Source: DEV Community
TutorialsOrdinary
WebLLM: The Rise of AI That Runs Directly in Your Browser
WebLLM: The Rise of AI That Runs Directly in Your Browser For the last few years, the...
Source: DEV Community
TutorialsOrdinary
I Tried Pair Programming With Three Different AI Tools For a Month
AI coding tools can write a function in seconds. The harder question is whether that function...
Source: DEV Community
TutorialsOrdinary
NLP Meaning: What is Natural Language Processing & How Does It Work?
NLP Meaning: What is Natural Language Processing & How Does It Work? You’ve...
Source: DEV Community
TutorialsOrdinary
Agents That Act Need Brakes, Not Just Brains
Here's the moment a lot of us had this year. You built an agent. It was genuinely impressive — it...
Source: DEV Community
TutorialsOrdinary
Software Factories: Why Every Engineering Blog Is Suddenly Talking About Them
Open any engineering blog this year and you'll run into the same brag: some company merging an absurd...
Source: DEV Community
TutorialsOrdinary
How I'm Leveling Up My HTML Skills Using AI as a Beginner 🚀
Hey everyone! 👋 I just joined Dev.to recently, and I’m currently on a journey to learn web...
Source: DEV Community
TutorialsOrdinary
Nine Algorithms Later, I Stopped Learning Algorithms
Classic Machine Learning Through the Eyes of an SRE, Part 10: The Finale What nine algorithms taught...
Source: DEV Community
TutorialsOrdinary
SinkSeal: git-hook guardrails for AI coding agents
I built this after watching an AI-agent-built demo feature get wired straight to a live SMS/voice...
Source: DEV Community
TutorialsOrdinary
I Replaced 200 Lines of Code With One AI Agent — Here's What Broke
Here are 200 lines of the most boring code I have ever written, compressed to twelve: //...
Source: DEV Community
TutorialsOrdinary
I parsed 559 public CLAUDE.md files. Most of what's in them isn't rules.
I've been building a tool that checks whether Claude Code actually followed the rules in your...
Source: DEV Community · Claude
TutorialsOrdinary
On‑the‑fly harnesses boost LLM agents
Custom harness generation at inference time can lift LLM‑agent success rates by as much as twenty...
Source: DEV Community
TutorialsOrdinary
Execution Trees, Not More Logs: A Better Debugging Model for AI Agents
A flat log can tell you that five things happened. It often cannot tell you which operation caused...
Source: DEV Community
TutorialsOrdinary
How to Evaluate AI Tools Before Adding Them to Your Stack
AI tools are becoming part of almost every modern workflow. Developers use them for coding,...
Source: DEV Community
TutorialsOrdinary
The one place in OpenClaw's tool path where a write can still be stopped
The one place in OpenClaw's tool path where a write can still be stopped Falsifier, up...
Source: DEV Community
TutorialsOrdinary
5 Ways my new AI WordPress Workflow Actually Speeds up Development (and what it doesn't)
My AI WordPress workflow helps me finish the parts of a custom WordPress build I already know how to...
Source: DEV Community
TutorialsOrdinary
The call transfer that reported success and rang nobody
Our voice agents can hand a live phone call to a human. Getting there took two rewrites, and the...
Source: DEV Community
TutorialsOrdinary
O prompt de AppSec que eu criei achou 4 gaps de segurança
Pessoal, eu quase mandei uma lista de 23 "vulnerabilidades" para projetos de software livre. Esses...
Source: DEV Community
TutorialsOrdinary
OpenAI's Astra Crosses the "Critical" Cybersecurity Threshold: AI Agents Need Stronger Execution Boundaries
OpenAI announced Astra, an upcoming AI model that the company says has reached its internal threshold...
Source: DEV Community · OpenAI
TutorialsOrdinary
⚡ Meet Minomeet: The Zero-Bot, 100% Private AI Meeting Copilot (Built with React & Node.js)
⚡ Meet Minomeet: The Zero-Bot, 100% Private AI Meeting Copilot Every day, knowledge...
Source: DEV Community
TutorialsOrdinary
AWS SAP-C03 and DVA-C03: What We Know So Far (GenAI and Agents Are In)
AWS has announced revisions to two of its most popular certifications: Solutions Architect –...
Source: DEV Community
TutorialsOrdinary
The AI Had an Authoritative Source. It Was Still Wrong.
These articles come from lessons learned while building Eterna Clarity and the operating system I use...
Source: DEV Community
TutorialsOrdinary
An AI agent almost made me run `rm -rf` — so I built a verifier for AI code published: false
Last week an AI coding agent wrote me a small "helper" function. It looked completely reasonable....
Source: DEV Community
TutorialsOrdinary
Two writers, one append-only ledger: the git conflict one .gitattributes line fixed, and the files it would have corrupted
Two things write to the same file in our repo: a Claude Code session that records every quote post,...
Source: DEV Community · Claude
TutorialsOrdinary
Google’s New AI Search Guidance Puts Unique Content at the Center of SEO Strategy
Google has published new guidance for optimizing websites for generative AI experiences in Google...
Source: DEV Community
TutorialsOrdinary
SWE-bench Is Not Contaminated — But Its Test Files Were Public Years Before the Fixes
Every AI coding benchmark gets the same accusation eventually: "the model has seen the answers." For...
Source: DEV Community
TutorialsOrdinary
OpenAI’s Astra Roadmap Signals a Safety-Gated Next Model, but Key Details Remain
OpenAI’s public model roadmap points to a new phase of frontier AI development in which capability...
Source: DEV Community · OpenAI
TutorialsOrdinary
What Actually Happens When Whisper Runs in Your Browser?
A “browser-based transcription tool” can mean two very different things. In one version, the browser...
Source: DEV Community
TutorialsOrdinary
A credential fetch is a read: the containment guard your write-target sandbox was missing
A credential fetch is a read: the containment guard your write-target sandbox was...
Source: DEV Community
TutorialsOrdinary
Google Brings Expert Intelligence to Gemini Notebook With Google Play Books
Google has expanded Gemini Notebook with Expert Intelligence, an initiative that lets users ground...
Source: DEV Community · Gemini
TutorialsOrdinary
7 of My 8 Claude Code Agents Had Zero Calls in 30 Days: Finding Dead Agents Automatically
I had eight custom agents defined in Claude Code. When I finally counted, seven of them hadn't been...
Source: DEV Community · Claude
TutorialsOrdinary
EKS vs ECS vs Fargate: Choosing AWS Container Compute
"Should we use EKS?" is one of the most over-answered-with-yes questions in AWS. Kubernetes...
Source: DEV Community
TutorialsOrdinary
O prompt de AppSec que eu criei achou 1 gap em 174 rotas.
Pessoal, eu quase abri uma issue com uma lista. O modelo tinha devolvido XSS, CORS, CSP, um SVG...
Source: DEV Community
TutorialsOrdinary
I don't review AI code. My build does.
Reading every diff at generation speed isn't review, it's skimming. Here is the 169-line verifier that gates this site, and the bug behind every check in it.
Source: DEV Community
TutorialsOrdinary
The blast radius rule for AI coding
How I decide what an AI agent may change on its own — sorted by what a mistake costs to undo, not by how hard the task is. Three zones, and the check for each.
Source: DEV Community