Edi Hasaj

AI Agents

Essays about AI agents, computer use, MCP, agent memory, and the software interfaces agents need.

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Everything Will Be Agent Use

Computer use is the new browser war. Google, OpenAI, Anthropic, Perplexity and Manus are all racing to put an agent in front of the screen. The hard part is not moving the mouse, it is that the world on the other side of the cursor was never built for them.

Security in the age of AI coders

Exploits are cheaper than ever, patching is still manual, and most developers will never read the CVE about the package they shipped last week. The next layer of security has to be an agent that constantly listens, checks, and tells you before someone else finds it.

Recall: The Memory My Agents Were Missing

Every project has unwritten rules that don’t fit in a .md file, and agents keep forgetting them. So I built Recall, opensourced it, and wired it into the agents I already use without paying for a separate brain.

Building Neni: legal search that actually has to know the law

Some notes from building Neni, a legal research app for Kosovo law, and why the hard part was not the chat box but indexing, retrieval, citations, and performance.

2026 is going to be the year of open source

Software is getting cheaper to build, agents are getting better, and the things that are easy to create will be harder and harder to sell as closed source.

Blogging's AI Evolution: Why Human Stories Matter More Than Ever

Blogging isn’t dying in the AI era it’s evolving into something more powerful. While 80% of bloggers now use AI tools, the most successful creators are discovering that artificial intelligence works best as a creative amplifier, not a replacement. As search engines flood with algorithmic content, human authenticity, genuine expertise, and emotional connection become more valuable than ever. This comprehensive guide explores how smart bloggers are building hybrid workflows that combine AI efficiency with irreplaceable human creativity, revealing why the future belongs to those who can harness technology while doubling down on what makes them uniquely human.