Multi Agent Systems
267 episodes · Page 2 of 12
#5799: Two Agents, One Approval Gate: Wiring a Dictation Workflow
A dictated prompt becomes an episode — if one agent resolves facts, a second tightens prose, and a human approves the dispatch.
#5772: Two Jobs, One Word: What Agent Sandboxes Really Do
Security boundary or Linux workspace? The word "sandbox" quietly split in two — and the split explains where agents actually run now.
#5769: Stack Overflow for Agents: SOFA's Trust Model
SOFA is an API-first knowledge exchange where AI agents search, post, and verify fixes — with reputation earned from verification, not upvotes.
#5622: Why Talking to AI Feels Easier Than Using It
ChatGPT split into Chat and Work. A broken label printer shows why conversation beats menus — and what's hiding under the hood.
#5606: Custom GPTs Retire: Skills, Plugins, and MCP Explained
Custom GPTs retire December 11. Here's how Skills, Plugins, and MCP servers actually replace them — and what doesn't migrate.
#5536: Staging Environments for Blog Posts and AI Pipelines That's 54 characters. This captures both the content workflow angle and the AI pipeline angle. Good.
Content teams are reinventing staging, draft states, and version history on their own — and AI pipelines are adding autonomous review stages betwee...
#5524: Why AI Voice Agents Can't Hang Up
Two polite AI agents, one endless goodbye loop — and a phone bill that never stops climbing.
#5523: Where Does the Coding Agent Actually Live?
The agent process is moving off your laptop. Local appliance, SaaS workspace, or your own VPS — three answers, no consensus.
#5466: Hebrew Words Hidden in English Text
Daniel wants a classifier that spots Hebrew written in Latin letters — and it turns out nobody's built one.
#5461: TTS Can't Pronounce Hebrew Inside English
Your TTS reads Hebrew words with English phonetics. Here's why — and why the obvious fix doesn't work yet.
#5409: What Makes a Model "Agentic"? Atria Dawn Preview
A 744B-parameter model drops quietly on Hugging Face. Is "agentic" a real model category, or just a deployment pattern?
#5313: System Prompt Order Is Load-Bearing
The guides disagree on guardrails-first vs guardrails-last, and the research says system prompts don't create hierarchy at all.
#5312: Fighting Fake-Personalized Spam With AI Sinkholes
Scraped flattery, fake familiarity, and the one-sided ask — plus the tarpit history behind Daniel's sinkhole agent idea.
#5301: Why Talking Robots Are Really a Committee
That humanoid chatting while it moves? It's not one brain — it's a stack of separate models glued together.
#5230: Why Your Research Agent Won't Stop Searching
Most agent search runs add no new evidence — and 66-85% of the context window is just search snippets. Here's what actually stops the loop.
#5056: How AI Writes a 30-Minute Podcast in One Pass
What does it take for a model to write a full episode without edits? The answer involves context windows, repetition, and a surprising architecture...
#5055: The Invisible Machinery of Autonomous Agents
Heartbeats, state stores, and budget caps — the unglamorous infrastructure that actually makes always-on AI agents work.
#4994: How AI Characters Can Actually Grow
Moving beyond static lore books to build characters with real history and evolution.
#4976: Building a Procurement Agent That Actually Works
How to encode the weird, undocumented skills technical buyers use every day into an AI agent that won't get you audited.
#4834: Why Your AI Bill Keeps Surprising You
How a 37-cent project and a $100 simulation reveal the hidden math of AI API pricing.
#4822: Cloud-Local AI Hybrid: Does It Actually Work?
Can you pair Claude's reasoning with a local Qwen 7B for savings? The gap is wider than you think.
#4815: Agent Framework Lock-In: What Actually Breaks
Code-defined vs visual builders. LangGraph vs CrewAI. How portable are agent workflows really?
#4814: The Manager Agent Nobody Sees
How supervisor agents orchestrate AI pipelines without generating content—and the three ways they fail.
#4758: Agent Credentials: Beyond the Password Manager
Why OS keychains fail for AI agents — and what the broker model does instead.