Logo
Search
Archive
Subscribe
Log In
Logo

ai-agent

AI agent development related content

ai-agent

Your Multi-Agent System Is a Distributed System

Aug 21, 2026

•

9 min read

Your Multi-Agent System Is a Distributed System

You already know how to build this. Here is what changes when the parts are AI agents.

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

What Is Loop Engineering?

Aug 15, 2026

•

4 min read

What Is Loop Engineering?

Every AI agent you've ever used is a while-loop. Most of its bugs live in how that loop stops.

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

The Model Is 20% of Your Agent

Aug 8, 2026

•

6 min read

The Model Is 20% of Your Agent

You didn't build an agent. You built a harness and pointed it at a model.

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

Prompt Caching: Stop Paying for Tokens the Model Already Read

Jul 26, 2026

•

5 min read

Prompt Caching: Stop Paying for Tokens the Model Already Read

Your agent sends the same 20,000 tokens every turn. Your provider will re-sell them at a tenth of the price — if your prompt is built for it.

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

Your Smartest Model Is Doing Your Dumbest Work

Jul 19, 2026

•

4 min read

Your Smartest Model Is Doing Your Dumbest Work

One model for everything feels simple. It's actually the most expensive routing decision you never made.

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

More Tools, Dumber Agent

Jul 11, 2026

•

4 min read

More Tools, Dumber Agent

Every MCP server you connect makes your agent more capable on paper — and worse in production. Here's the failure, and the ~50 lines of Python that fix it.

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

You can't debug what you can't see: LangGraph observability with Langfuse

Jul 3, 2026

•

4 min read

You can't debug what you can't see: LangGraph observability with Langfuse

A crash tutorial. Working traces before lunch. Production-hardened by end of week.

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

Agent observability: the guide your APM manual didn't include.

Jun 26, 2026

•

5 min read

Agent observability: the guide your APM manual didn't include.

How agent observability differs from the distributed tracing you already know — and exactly what to build in your first week.

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

Fault Tolerance in Multi-Agent LLM Systems: A Practitioner's Field Guide

Jun 19, 2026

•

11 min read

Fault Tolerance in Multi-Agent LLM Systems: A Practitioner's Field Guide

Why fault tolerance for agents is a different problem than fault tolerance for microservices — and what to build first.

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

Your agent's bill grows quadratically. Your dashboard shows an average.

Jun 12, 2026

•

4 min read

Your agent's bill grows quadratically. Your dashboard shows an average.

The cost math nobody warns you about — and how to find out if you have the problem tonight.

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

Your Multi-Agent system needs a Circuit Breaker

Jun 5, 2026

•

5 min read

Your Multi-Agent system needs a Circuit Breaker

What a circuit breaker actually does, why multi-agent systems fail without one, and how to build one this week.

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

Why your RAG sucks (and the 3-line fix)

Apr 25, 2026

•

3 min read

Why your RAG sucks (and the 3-line fix)

PLUS: How to stop Hoarding Tiny Tasks

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

ai-agent

Your Agent Has 47 Tools — Now What?

Apr 7, 2026

•

3 min read

Your Agent Has 47 Tools — Now What?

PLUS: Eat the Frog — Kill Your Hardest Task First

AIEdTalks AIEdTalks
AIEdTalks AIEdTalks

Subscribe for new reads…


Quick Links

Subscribe

Archive

Subscription

Signup

Reset Password

Update Password

Search

Socials

AIEdTalks's Newsletter

[email protected]

© 2026 AIEdTalks's Newsletter.
beehiivPowered by beehiiv