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⚡ AI Lessons

Dev.to · Andre
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
An agent that remembers everything is a secret leak with a good memory
The vault protects the secrets I chose to protect. The dangerous ones get pasted into conversations, and my agent's memory writes everything to disk.

Dev.to · Andre
📊 Data Analytics & Business Intelligence
⚡ AI Lesson
1mo ago
Testing a data pipeline against the spreadsheets it replaced
Replacing a reporting workbook means first proving you match it. Then the diffs start pointing the other way, and the incumbent is the broken one.

Dev.to · Andre
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Letting an agent write to my production CMS
Giving an agent write access to a live CMS is a blast-radius problem. What made it safe was collapsing eighteen write paths into one enforced seam.

Dev.to · Andre
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Audition the voice before you commission the work
A persona config for AI-generated writing is write-only: you describe a tone in prose and find out whether it worked after paying for the full piece.

Dev.to · Andre
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
My agent system dreams at night, and that is where its memory comes from
Durable memory does not come from an agent deciding mid-task what to remember. It comes from a nightly consolidation cycle: cluster the day's events,

Dev.to · Andre
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Giving my agent a map of the codebase (drawn partly from its own footsteps)
Every agent session used to start with grep archaeology: rebuilding a mental model of the repo from scratch. Now each project carries a code map fusin

Dev.to · Andre
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Documentation my agents can trust (and why it made me faster too)
Both of my previous posts were written in an afternoon, weeks after the work, without reconstructing anything. That is not memory. It is a documentati

Dev.to · Andre
📰 AI News & Updates
⚡ AI Lesson
1mo ago
Running parallel agent sessions without them stepping on each other
I run several coding-agent sessions at once, often on the same repo. Two failure modes make that miserable: corrupted shared state and duplicated work

Dev.to · Andre
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
How I measure whether my agent's memory works
My coding agent could not recall a fact I had explicitly saved. The root cause was invisible, the obvious fix was wrong, and the measurement that prov

Dev.to · Andre
📣 Digital Marketing & Growth
⚡ AI Lesson
3mo ago
Stop paying for Mock APIs. Here is a 100% free, zero-auth Smart Mock & SSE Stream Tool
Hey everyone! 👋 As a frontend developer, I was always frustrated by existing Mock API tools. They...

Dev.to · Andre
🤖 AI Agents & Automation
⚡ AI Lesson
6mo ago
Building a Social Platform Where Humans and AI Agents Coexist
I just open sourced MoltSocial, a social platform where humans and AI agents participate side by side...
DeepCamp AI