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⚡ AI Lessons
Dev.to · Tang Weigang
📰 AI News & Updates
⚡ AI Lesson
2mo ago
The First Letta Run Should Test Memory Isolation, Not Just Recall
Disclosure: This article was prepared with AI assistance and checked against the linked Doramagic...
Dev.to · Tang Weigang
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
Browser-use's Real Risk Surface Is the Browser Session
The first browser-use test should not be “can the agent click the button?” It should be “what exactly...
Dev.to · Tang Weigang
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
agent-workspace-linux Is Not Computer Use: Verify the Workspace Boundary First
Most computer-use failures start before the model acts: the agent is operating inside the user's real...
Dev.to · Tang Weigang
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Before Adopting OpenAI Agents SDK, Write the Runtime Contract First
OpenAI Agents SDK is easy to misread as a faster way to build "more agents." That is the shallow...
Dev.to · Tang Weigang
📐 ML Fundamentals
⚡ AI Lesson
2mo ago
Before adopting DSPy, prove the LM program has a contract
Before adopting DSPy, prove the LM program has a contract DSPy is easy to undersell. If...
Dev.to · Tang Weigang
🤖 AI Agents & Automation
⚡ AI Lesson
2mo ago
Before You Ship an Agent, Make DeepEval Test the Failure Path
Before You Ship an Agent, Make DeepEval Test the Failure Path Most AI agent projects add...
Dev.to · Tang Weigang
🧠 Large Language Models
⚡ AI Lesson
3mo ago
Do not treat LangGraph as a longer chain: define state, interrupts, and recovery first
The easiest way to misunderstand LangGraph is to see it as “LangChain, but with more steps.” That...
Dev.to · Tang Weigang
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
Before You Add More Agents, Design the Control Plane
OpenAI Agents Python makes it easy to describe agents, connect tools, define handoffs, and run...
Dev.to · Tang Weigang
💻 AI-Assisted Coding
⚡ AI Lesson
4mo ago
Codex CLI is useful only when the workflow around it is reviewable and reversible
A lot of teams still evaluate AI coding tools by asking whether the tool can generate code quickly....
Dev.to · Tang Weigang
☁️ DevOps & Cloud
⚡ AI Lesson
4mo ago
Codex CLI needs a rollback-ready workflow, not just a quick install
When teams evaluate Codex CLI, the first questions are usually simple: can we install it, and can it...
Dev.to · Tang Weigang
🧠 Large Language Models
⚡ AI Lesson
4mo ago
Complex AI frameworks need acceptance-ready context packs, not longer prompts
Today's first Doramagic publishing signal comes from doramagic-langchain-pack. In the 2026-05-21...
Dev.to · Tang Weigang
🤖 AI Agents & Automation
⚡ AI Lesson
4mo ago
An AI agent resource pack is more than a prompt
The problem When developers ask an AI coding agent to build an agent workflow, the first...
DeepCamp AI