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Beyond Single-Agent Loops: How We Built Multi-Agent Orchestration in Octo
A few weeks ago Boris Cherny, who leads development on Claude Code, mentioned during a talk at Acquired Unplugged that he doesn't really write prompts…
Multi-Agent Collaboration Hits the Engineering Wall
Single agent capabilities have expanded pretty dramatically over the last year. Tool calling went from flaky function selection to reliable multi-step…
Using the New Copilot Studio Skills
One thing Microsoft is not good at is naming things, and sadly it's happened again. But let's go back to the beginning: what are Skills? Skills are ta…
When AI Moves the Button: Build a Support Loop for Adaptive UIs
An adaptive interface can look impressive right up to the moment a user asks, “Where did the export button go?” That question creates an uncomfortable…
RAG Classifications, Architectures: A Field Guide for Production-Grade Systems
If you've shipped a "chat with your docs" prototype in a weekend, congratulations — you've built Naive RAG . If you've then watched it hallucinate on …
How to run a team of AI marketing agents from Slack
AI marketing agents work best as a team of specialists, not one generalist. The marketing team eve template is an open-source, MIT-licensed project fr…
You Won’t Know How Much to Delegate to AI Until You Use It Extensively
TL;DR How much you can delegate to AI, and how much human review it needs, depends on the task and the model. Tasks with few possible solutions and ea…
Three AI Reviews Passed. One Real Legal Case Broke the System.
I had a system that looked ready. One AI model designed the architecture. Another implemented it. Additional models reviewed the output, checked the l…
Cadence Over Volume — Orchestrating Multiple Projects with AI Agents
Running multiple projects in parallel with AI agents produces a counter-intuitive effect: without a compounding infrastructure, every run starts from …
Knowledge-and-Memory-Management v0.0.2: Portable Knowledge Collection & Memory Management
The v0.0.2 release of Knowledge-and-Memory-Management is exactly what a clean release should look like: no leftover personal paths, no hardcoded /home…
Lesson 4 - Validation: A must-have cornerstone
In a traditional SDLC, validation was someone else's job and it came later. QA teams checked that the software did what it was supposed to. The behavi…
I Built Kikar — An AI Messaging Platform That Creates Digital Versions of People
For the last few months, I've been working on Kikar, an AI-powered social messaging platform with a simple goal: What if every user could have an AI v…
AI Makes Developers Faster. Why Can It Make Teams Slower?
This was first published on the Vibsync blog . Reposting for the DEV community. The short version: AI reliably makes each developer faster. Whether it…
JLScript: A Programming Language Designed to Make Coding Simpler
Programming should be accessible to everyone, not just people who already speak English fluently. JLScript is a programming language under development…
From Lean 4 to ClickHouse: Architecting Verifiable AI Infrastructure with Formal Methods and Real-Time Analytics
Originally published on tamiz.pro . In the current landscape of Artificial Intelligence, two distinct engineering challenges dominate the discourse: t…
A 5-minute preflight before giving an AI coding agent write access
AI coding agents are useful long before a repository is truly ready for them. The risky moment is not when an agent reads code. It is when it can edit…
AI Shopping Agents Are Already Buying From Your Store. Here's How to Get Found
AI Shopping Agents Are Already Buying From Your Store. Here's How to Get Found You open your analytics dashboard and traffic from Google is down 18% t…
AI против Agile: что изменилось за последние два года
Почему Scrum не исчез, но многие привычные процессы уже никогда не будут прежними. Искусственный интеллект не отменил Agile, но заметно изменил привыч…
Why System Design Interview Prep Is Your Only Moat Against AI
I build an AI product for a living, and I'll tell you what the models are good at: they write my CRUD endpoints, my Terraform, my test scaffolding, an…
What “Team Humanity” Could Signal for OpenAI Governance and Enterprise AI Planning
The phrase “Team Humanity” has prompted questions about whether OpenAI may be preparing a governance, safety, or policy initiative with implications f…
Lifecycle, DevOps & Multi-Agent Orchestration for Enterprise AI
The Agentic DevOps Challenge As enterprise AI adoption matures, organizations are shifting from single-turn chat assistants to complex multi-agent orc…
Building an AI-powered phishing URL detector
Phishing remains one of the most effective attack vectors in 2026 — not because defenders are incompetent, but because attackers have gotten very good…
The Most Underused Prompt in Data Engineering
You've learned not to trust the first answer. So you read it carefully. You spot two problems. You fix them yourself, ship it, and move on. That's a r…
Claude Code in CI: Running Agentic Code Review, Test Generation, and Auto-Fix on Every Pull Request
Claude Code in CI: Running Agentic Code Review, Test Generation, and Auto-Fix on Every Pull Request This article was written with the assistance of AI…
A 125M model beat a 14B LLM at de-identifying medical text 40 faster, on CPU
Your data never leaves the machine - and you can check my math Building localscrub, a local-first PHI de-identification cascade, and benchmarking it h…
I Built an AI Name Generator Because Naming Is Harder Than It Looks
Naming things is one of those problems that looks simple until you actually have to do it. A startup founder needs a product name. A developer needs a…
I built CleanSlate, an open-source coding agent for the IDE, CLI, and SDK
CleanSlate is an open-source platform for running coding agents across your local machine and the cloud. Today, it works through an IDE, CLI, and SDK.…
Pixel Chef AI: A Memory Kitchen That Learns Your Taste
This is a submission for Frontend Challenge - Comfort Food Edition, Perfect Landing 🍳 Pixel Chef AI — A Memory Kitchen That Learns Your Taste What I B…
Building My First Startup From Scratch: Why I Started Askors
Hi everyone! 👋 I'm Aeiou, and this is my first post on DEV Community. Over the past few months, I've been working on something that has completely cha…