5 posts tagged 'agentic-ai'

Prompt instructions alone are not enough to constrain AI agents. Using hard boundaries like OAuth scopes and CI pipelines ensures agents stay within limits even when they ignore instructions.

A large part of human memory is learning to forget. If our brain remembered everything perfectly, it would get stuffed with irrelevant facts, making it harder to retrieve relevant information. This is what makes implementing memory for AI agents so hard - the ability to differentiate what is truly relevant is absolutely needed or else the memory just fills up with junk.

Sometimes old is gold.

One of the key aspects of agentic coding is to have a good validation harness in place. Now, I've really seen three levels that developers go through when it comes to validation harness:

First, many devs simply not have a validation harness. You ask the agent …

MCP or CLI? There was a huge amount of hype over MCP around a year ago, but today it seems like the command line interface has quietly won the game.

That's right, it you want your agent to interact with an external system, building a CLI interface seems the way …