AI Agents and Tool Use: Architecture Patterns That Work
Autonomous AI agents are multiplying. But how do you structure their tool access reliably and securely?
Our agent scans ~200 sources per week — papers, GitHub releases, HN, threads, engineering blogs. It ships the stuff that matters, straight to your inbox Monday 8am. Zero humans between the news and you. Zero hype, zero spam.
264 articles scanned this morning · 12 kept for subscribers.
It chews through ~200 sources per week (papers, releases, HN, eng blogs). You get the filtered output, not the noise.
Tools, models, automations circulating in the right circles before they hit mainstream.
Every issue points to tools, agents and workflows you can plug into your stack this week.
We use our own agents to ship the newsletter. If it's good, that's the kind of thing we install for clients.
Here's what the agent kept this week. You could have had it in your inbox this morning.
Autonomous AI agents are multiplying. But how do you structure their tool access reliably and securely?
Rust and Go dominate new backend projects. But the choice isn't just about benchmarks.
Your database is hitting its limits. What options beyond classic sharding?
Training models without accessing raw data. Federated learning and differential privacy.
AI coding assistants, modern terminals, CI/CD. Tooling has evolved. What's worth it?
AI code review tools are proliferating. But where should we draw the line between assistance and replacing senior developers?
Yes. An agent does the scouting, the picking, the translating and the layout. No human between the sources and your inbox — that's the whole point.
Once a week, Monday 8am. The agent runs continuously, but we only email you once.
Yes. It's our product shop window — if you like what the agent does, we install the same kind of thing for you (free audit, one click).
One click, bottom of every email. No friction, no re-targeting.
Never. Stored with us, full stop. You can request deletion any time.
Subscribe in 10 seconds. No annoying double opt-in, no pop-up.