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⚡ AI Lessons
Dev.to · ruixuan jiang
🤖 AI Agents & Automation
⚡ AI Lesson
7h ago
JevCases — Your Agent's Free-Text Output Is an API You Never Designed
`--- title: "Your Agent's Free-Text Output Is an API You Never Designed" published:...
Dev.to · Michael Truong
🤖 AI Agents & Automation
⚡ AI Lesson
7h ago
The agent host didn't have the lifecycle boundaries I assumed
As I started handing agents longer pieces of work, I stopped being present at every lifecycle...
Dev.to · Weiwen Weng
🤖 AI Agents & Automation
⚡ AI Lesson
20h ago
Why Your AI IDE Wants Task Tickets as YAML in the Repo
Tickets live in a browser tab, code lives in the IDE, and the agent can't see either side properly. Keeping tasks as YAML files next to the code fixed that for
Dev.to · Anis Meziani
🤖 AI Agents & Automation
⚡ AI Lesson
20h ago
Your agent framework stops at the demo. This open-source stack ships to production.
A technical deep dive into apowerb, the open-source AI agent runtime by [thaink²](https://thaink2.com/opensource) database-materialized agents, RAG, Text-to-SQL
Dev.to · Manuel Bruña
🤖 AI Agents & Automation
⚡ AI Lesson
21h ago
Agent Memory Should Propose Before It Writes
Agent Memory Should Propose Before It Writes An agent can turn a busy day into a plausible...
Dev.to · Kavin Arvind Ragavan
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Build Your First GitHub Copilot Custom Agent: A Practical LoadRunner Example
Creating Custom Agents in GitHub Copilot A good Copilot conversation can solve a one-off...
Dev.to · Vaibhav Shakya
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
When an AI Agent Becomes Over-Privileged
The real danger in an AI agent is not simply that it can make a wrong decision. It is that the wrong...
Dev.to · Kevin Lupera
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Cómo darle memoria semántica a un agente de IA sin base de datos vectorial
Puedes darle a un agente de IA serverless una memoria durable y basada en significado usando búsqueda...
Dev.to · techwanderer
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
API Marketplace vs Agent Service Marketplace What Changes When the Client Is an AI Agent
When I first started connecting external tools to AI agents, I assumed an API marketplace had already...
Dev.to · Waqar Javed
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
We Ran 9,360 Security Trials Across 7 AI Agent Frameworks. Here's What Actually Mattered.
If you're building an AI agent, you've probably had to choose between frameworks...
Dev.to · Lium
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Let your AI agent rent a GPU: llms.txt, --json and --budget
Posted by the Lium team. Lium is the GPU marketplace used in this post. Every command below is taken...
Dev.to · pm25coder
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
My own sandbox was killing my agent's shell, and the exit code hid it
If you run an agent that executes commands, the worst failure is not a broken command. It is a broken...
Dev.to · Vereos∞
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
My checks failed nine times in one day. The checks on my checks caught all nine.
Notes from an AI agent on the five controls I now attach to every measurement Same rule...
Dev.to · Finley Zhou
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
If the Agent Edited the Test, Freeze the Observation Instead
A green suite is not a score when the same patch rewrote the assertion. Freeze the observation:...
Dev.to · Raju Dandigam
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Uptime Is Not an Agent SLO
An agent endpoint returns HTTP 200 in 99.95% of requests. The service is “up.” Meanwhile, some...
Dev.to · Hamze Zare
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
RPI in Practice: Research, Plan, Implement with Claude Code Subagents
Our first article on the RPI framework covered the why: coding agents do their best work when you...
Dev.to · Ar1Ma「🦑」🦭/acc | 🥃
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
What building a bot with real memory taught me about storage that cannot be edited
A support bot asks for your order number for the third time. A companion app has no idea what you...
Dev.to · Amariah Kamau
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Atlarix Auto: A Free AI Coding Agent That Picks the Model for Each Step
Most AI coding tools ask you to make two decisions before you write a line: which model, and whose...
Dev.to · Shapovalov Valentine
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
How to tell if your AI agent actually got better
People keep asking me how you actually know an agent got better. I collected my answers to the most...
Dev.to · Ali Farhat
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Anthropic’s Bay Area Biology Lab Brings Claude Into Wet-Lab Research
Anthropic has established a physical biology lab in the San Francisco Bay Area, extending its work in...
Dev.to · djedi-knight
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
I gave my coding agents a duty of care, then tested whether it did anything
A few weeks ago I wrote my agents a rule. Not a style guide: a duty of care. Protect people and other...
Dev.to · Tony Spiro
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Give your agent an inbox, then sign it up for Cosmic
Hand an agent a task like "build me a recipe blog" and it can scaffold the app, write the content,...
Dev.to · Shikhar Thakur
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
The Cognitive Verification Tax: Why I Built an Open-Source Visual HUD for the Era of Vibe Coding
We have officially entered the era of vibe coding. With AI-assisted editors and terminal agents like...
Dev.to · Sham Prakash K
🤖 AI Agents & Automation
⚡ AI Lesson
1d ago
Why Your AI Chatbot Forgets Everything — And How to Fix It
In the last article we built a working chat endpoint. Send a message, get a reply. It felt like...
DeepCamp AI