📰 Dev.to · synthaicode
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⚡ AI Lessons
Dev.to · synthaicode
💻 AI-Assisted Coding
⚡ AI Lesson
1w ago
More Control, More Cost: Why Commanding AI Isn't Delegation
Yesterday, you typed /format. Checked the output. Typed /refactor. Checked again. Typed /test. You...
Dev.to · synthaicode
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Role tells AI who to be. capability tells AI what to use.
Most prompt engineering articles tell you to start with a role. "Act as a senior software...
Dev.to · synthaicode
1mo ago
When AI Says "Done", What Is Done?
Yesterday your AI agent finished the task. The logs were clean. No errors. No warnings. Task count:...
Dev.to · synthaicode
1mo ago
From README.md to README.mp4: Why AI-Native Repositories Need a Conceptual Entry Point
From README.md to README.mp4: Why AI-Native Repositories Need a Conceptual Entry Point For...
Dev.to · synthaicode
1mo ago
AI Agents Need an Operating System, Not Just a Harness
Many agent discussions focus on autonomy, tools, prompts, or harnesses. But reliable work is not...
Dev.to · synthaicode
1mo ago
XRefKit: An Implementation Example, Not a Template
When I publish a repository like XRefKit, the easiest misunderstanding is also the most predictable...
Dev.to · synthaicode
1mo ago
Separate Source Documents from AI-Readable Knowledge
If you give AI only your original documents, you are usually giving it the wrong shape of...
Dev.to · synthaicode
⚡ AI Lesson
1mo ago
Why File Paths Are Not Enough for AI Knowledge
Your docs may look organized to humans and still be structurally unreliable for AI. When humans...
Dev.to · synthaicode
1mo ago
Why Your AI Agents Are Only Half as Smart as They Could Be
You hand an AI agent a GitHub Issue. It reads it, writes code, opens a PR, and passes CI. Impressive....
Dev.to · synthaicode
2mo ago
Indirect Prompt Injection Can Be Stopped by the AI Itself — Embed Directional Context Narrowing into Your Design
You had an AI summarize incoming emails. Something unexpected executed. Inside one email body was the...
Dev.to · synthaicode
3mo ago
AI Skills Are Not Batch Files: 5 Design Principles from Real Operations
I've been building AI Skills, running them, watching them break, fixing them, and breaking them...
Dev.to · synthaicode
5mo ago
We Can't Write the Perfect Prompt on the First Try — And That's the Point
Why dialogue beats one-shot prompting Introduction In my previous article, I...
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