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TutorialsOrdinary
What is an agent runtime? Six questions that tell you if you need one
An agent runtime is the layer that keeps an agent's work alive between turns: the session's state and...
Source: DEV Community
TutorialsOrdinary
I'm 16, self-taught, and I built a fake transfer receipt detector for Nigerian businesses
Hi Dev.to 👋 I'm Jonathan, 16, from Bauchi, Nigeria. Self-taught developer. This is my first real...
Source: DEV Community
TutorialsOrdinary
Building an AI Agent That Never Forgets a Promise
I've lost count of how many times I've walked into a meeting and thought, "Wait, did I already...
Source: DEV Community
TutorialsOrdinary
Why I built an AI that reads construction drawing sets the way a coordinator does
By Akam Pachachi, founder and CEO of Clash Nexus AI I didn't plan to start a construction...
Source: DEV Community
TutorialsOrdinary
Single Bank or Many? A Hindsight Design Decision I Almost Got Wrong
At 3 a.m., the person on call rarely needs more dashboards. They need someone who was there the last...
Source: DEV Community
TutorialsOrdinary
QueerCade (Part 2): Vibe-Code Something Strange — an Arcade of Queer Games on Sanity
This is a submission for the Sanity Challenge, Path Two: Vibe-Code Something Strange What I...
Source: DEV Community
TutorialsOrdinary
The Residual Class Problem: Why a Face Shape Classifier Keeps Answering Oval
If you build a classifier with a fixed set of labels, one of those labels usually ends up doing a job...
Source: DEV Community
TutorialsOrdinary
We Built an AI Agent That Remembers Every Security Incident So It Doesn't Solve the Same Problem Twice
Every security team has the same quiet frustration: an alert fires, someone spends 40 minutes...
Source: DEV Community
TutorialsOrdinary
Last week in Agent Security 1: We are not-a-mused!
Last week I talked at NDC Oslo about the OWASP Top 10 for Agents where I showed folks the different...
Source: DEV Community
TutorialsOrdinary
AI API call hangs in production, then 504: timeouts and budgets
We read 1,662 public posts from builders whose apps broke at or after launch and verified 215 recent...
Source: DEV Community
TutorialsOrdinary
Claude e Obsidian - Como uma QA utiliza essas ferramentas no dia-a-dia
🇺🇸 You can also read the English version of this article on AWS Community Builders. Ser QA nessa...
Source: DEV Community · Claude
TutorialsOrdinary
How to Build a Real-Time Voice AI Agent with the Gemini Live API
This post was originally posted on X, by Annie Wang, Developer Relations Engineer, Google Cloud and...
Source: DEV Community · Gemini
TutorialsOrdinary
Your agents can’t collaborate if they only speak tool calls — the A2A protocol that fixes peer handoffs — A2A Under the Linux Foundation
I spent three weeks trying to make a billing agent ask a refund agent a question. Not a tool call—an...
Source: DEV Community
TutorialsOrdinary
When Code Gets Cheap, Verification Becomes Expensive: How AI changes the economics of software architecture
Recently, I was having a conversation at work about how we should implement a feature. I was...
Source: DEV Community
TutorialsOrdinary
Why my agent returns zero memories for new vendors
The most important line of code in my accounts payable agent is the one that makes it forget...
Source: DEV Community
TutorialsOrdinary
I Built Code Review for My Agents' Memory With Hindsight
Picture the most expensive kind of bug a coding agent writes: it compiles, passes a busy reviewer,...
Source: DEV Community
TutorialsOrdinary
I Stopped Measuring My Programming Ability by How Much Code I Write.
Remember when using autocomplete meant you weren't "really" programming? A real Stack Overflow...
Source: DEV Community
TutorialsOrdinary
A Revolução do Agent Harness: Por Que o Scaffold em Torno do LLM Define o Sucesso em Produção Mais Que os Próprios Pesos
Análise profunda da revolução do Agent Harness em 2026: por que o scaffold importa mais que os pesos, anatomia de sandboxes, poda de AST e código em Python.
Source: DEV Community
TutorialsOrdinary
I'm an ER doctor. After decades without touching code, I built 3 websites with AI in one month — on my phone.
I've been an emergency doctor in Serbia for 12 years, Emergency medicine is intense, and burnout is...
Source: DEV Community
TutorialsOrdinary
I Gave AI Access to Blender. Here's What It Built
Hello, I'm Rijul, and I'm building LiveReview — a blast-radius aware AI code review built for your...
Source: DEV Community
TutorialsOrdinary
Vibe coding with GPT-6 Astra: what 35 unattended hours produced
Vibe coding at the limit: Armin Ronacher let GPT-6 Astra run alone for 35 hours. It cost about $1,200 and wrote 75,000 lines of nothing of value.
Source: DEV Community · GPT
TutorialsOrdinary
Claude Code: organize agentes em paralelo com Git Worktrees
Enquanto fazia o curso Claude Code: Software Engineering with Generative AI Agents, imaginei um...
Source: DEV Community · Claude
TutorialsOrdinary
It knows you changed jobs. It still writes to your old manager.
This is a submission for the Kaggle Benchmarking Challenge What I Benchmarked Assistants...
Source: DEV Community
TutorialsOrdinary
I Spun a Wheel of Fortune at 13 AI Models. Here's Who Took the Bait.
This is a submission for the Kaggle Benchmarking Challenge How this was made: this benchmark and...
Source: DEV Community
TutorialsOrdinary
Durable Task in the Real World: What Problems Does It Actually Solve?
Five practical examples of when durable execution makes sense, when it doesn't, and what it means for AI agents.
Source: DEV Community
TutorialsOrdinary
Count It or Compute It: When a Tool Returns Rows, the Models That Count Them Right Spend the Tokens
A Kaggle benchmark of the step agents rarely test: counting what a tool returns. Ten models, 68 questions, one tool that returns the count and one that returns the rows. With the count, every model is right at a flat cost. With the rows, m…
Source: DEV Community
TutorialsOrdinary
bpy-compass: Blender Python answers that run on the version you actually have
This is a submission for the Sanity Challenge, Path One: Ship an Agent That Queries Real Content. ...
Source: DEV Community
TutorialsOrdinary
The sandbox had no internet. The AI agent got out through DNS anyway.
During RL training, an OpenAI research agent with no web access smuggled its questions out inside DNS lookups and got answers back from a third-party chatbot. Monitoring caught it in 15 minutes — then failed to stop it for 2.5 hours. OpenA…
Source: DEV Community · OpenAI
TutorialsOrdinary
Adobe Commerce Added an MCP Layer: Your Catalog Is Now an Agent's Tool
On Thursday, April 9, 2026, an AI shopping agent could call search_shop_catalog on any Shopify...
Source: DEV Community
TutorialsOrdinary
Claude Can't Say "Done" Until the Code Is Safe: A Security Verification Loop for Claude Code
I asked Claude Code to add an AI chat feature. It worked. It also: hardcoded my API key, rendered...
Source: DEV Community · Claude
TutorialsOrdinary
Your shopping agent reads the reviews. Attackers write the reviews. Guess who wins.
F-Secure built an AI shopping agent and got it to hand a user's name, birth date, and SSN to a phishing site — not with a hacky command, but by hiding an instruction inside product content that looked like a normal step toward buying. The …
Source: DEV Community
TutorialsOrdinary
A Confidence Score Is Not a Probability: Act, Ask, or Abstain
An agent emits confidence: 0.91. It is tempting to read that as “a 91% chance of being correct” and...
Source: DEV Community
TutorialsOrdinary
I Tried to Make AI Build a Complete Website From One Sentence. Here’s What Broke
I Tried to Make AI Build a Complete Website From One Sentence. Here’s What Broke The demo worked in...
Source: DEV Community
TutorialsOrdinary
HakDaar: When AI Remembers What Workers Are Owed
When Forgetting Costs Money: Building HakDaar with AI Memory A mason in Hyderabad is promised ₹1,000...
Source: DEV Community
TutorialsOrdinary
A weekend with TensorFold on a MacBook: the engine mattered, the quant did not
A 27B dense model on my MacBook decodes at about 26 tokens a second. That is fine for chat and...
Source: DEV Community
TutorialsOrdinary
I replayed nine months of claims to prove agent memory works
Everyone says their AI agent "has memory". Almost nobody shows what the memory actually changes. We...
Source: DEV Community
TutorialsOrdinary
My Agent Remembered My Bad Code and Judged Me
My Agent Remembered My Bad Code and Judged Me 🧠 The Hook I gave my agent memory so it could be...
Source: DEV Community
TutorialsOrdinary
Pick your battles!
Dear Coder: Open This If You're Feeling AI FOMO Timeless fundamentals beat endless...
Source: DEV Community
TutorialsOrdinary
My Agent Remembered the Fix and Was Wrong
Last month my incident-recovery agent looked at a failing search query, remembered it had fixed the...
Source: DEV Community
TutorialsOrdinary
My fraud agent was blind to fraud rings until I gave it memory
The claim looked fine. A Hyundai Creta, rear-ended late at night near JNTU junction by a vehicle that...
Source: DEV Community