AI Applications

Practical AI use cases and industry applications

345 episodes · Page 11 of 15

#2163: Designing Autonomy Boundaries for AI Agents

Production data reveals a surprising truth: fully autonomous AI agents waste 98% of their context window on tool descriptions. Here's why the indus...

ai-agentsai-orchestrationinference-parameters

#2162: When Knowledge Work Stops Being Safe

The knowledge economy promised safety from automation. Then AI arrived. Here's how we got here—and why the disruption this time is different.

ai-safetyworkforce-automationfuture-of-work

#2158: Claude Managed Agents: Brain Versus Hands

Anthropic's new Managed Agents service runs your agent loop on their infrastructure. Here's what you gain, what you lose, and who it's actually for.

ai-agentsanthropicai-orchestration

#2155: Public Affairs vs. Lobbying: Shaping the Battlefield

Lobbying is just one tool. Public affairs shapes the entire regulatory battlefield—from AI laws to supply chains.

geopoliticsnational-securityinternational-relations

#2153: How Lobbying Actually Works in DC

Federal lobbying hit $6B in 2025. Here’s what a lobbyist actually does all day—and why the system regulates itself.

geopoliticshealthcare-policyfinancial-fraud

#2142: The Nervous System of Multi-Agent Systems

We break down the plumbing that lets a parent agent know exactly when a subagent finishes, from message passing to lifecycle events.

ai-agentsconversational-aianthropic

#2141: Choosing Your Durable Execution Platform

Why building AI agents means managing infrastructure. We explore durable execution backends like Temporal and AWS Step Functions.

ai-agentsdistributed-systemscloud-computing

#2137: Wargaming's Methodology, Not Magic

Most AI wargames are just expensive role-play. Here's the professional methodology they're missing.

military-strategyai-agentsgeopolitics

#2132: The Referee's Dilemma: Epistemic Containment in LLM Simulations

Why do AI war games need a news blackout? We dissect the firewall that keeps LLM actors from cheating with real-world data.

geopolitical-strategyai-agentssituational-awareness

#2114: 2026 ERP: From Filing Cabinet to Autonomous Core

In 2026, ERP systems have evolved from digital filing cabinets into autonomous, AI-driven cores that predict and execute business decisions in real...

ai-agentssupply-chaindata-integrity

#2111: From Bricklayer to Foreman: AI's Dev Role Shift

AI frameworks are exploding while languages stay stable. Learn why core dev knowledge is shifting from syntax to systems thinking.

ai-agentsai-orchestrationsoftware-development

#2108: PWA Reality: Shipping Cross-Platform in 2026

Vibe coding promises instant apps, but Apple's Safari is killing the dream. Discover the hidden performance traps and platform gaps.

vibe-codingprogressive-web-appsmobile-ecosystems

#2105: The Hidden 2006 Inflection Point of ERP

Before cloud and AI, ERPs were the unglamorous engines running global business. Here's how they worked in 2006.

legacy-systemsdata-integrityindustrial-automation

#2093: Remote Work Is Not One Thing

The digital nomad is a myth; the real story is hybrid schedules, domestic super-commutes, and the global talent arbitrage.

remote-workglobal-employmentsupply-chain

#2075: AI Agents for Israel: Hyper-Local Skills in Action

How reusable AI "skills" are solving real Israeli problems—from shelter navigation to tax compliance.

israelai-agentsmodel-context-protocol

#2074: Generative Social Science: When AI Agents Develop Theory of Mind

See how a new framework models 10,000 virtual citizens to test policies before spending a dime.

ai-agentsurban-planningdigital-twins

#2071: Git Can't Handle AI Agents—Yet

Three AI agents in one repo is pure chaos. Here's why Git's design causes collisions—and how worktrees and locks can save your sanity.

ai-agentsversion-controlsoftware-development

#2069: The Vibe Coding Trap: Why Your Agent Skills Keep Breaking

Stop guessing at the agentskills.io spec. Learn the exact YAML fields, directory structure, and authoring patterns to make Claude Code skills that ...

ai-agentsprompt-engineeringrag

#2050: Is Impact Investing Just a Cult?

We explore the structural parallels between high-control groups and the ESG industry, from loaded language to isolation tactics.

impact-investingsocial-impact-bondsfinancial-privacy

#2044: Adversarial Thinking as a National Curriculum

Why the next generation of engineers must learn to "break" simulations and design for failure.

israelmilitary-strategyopen-source

#2043: From Wrappers to State Machines

Skip no-code traps. Learn the real stack for building agentic AI: Python, TypeScript, and Rust.

ai-agentssoftware-developmentrust

#2039: CLIs vs. MCPs: How AI Agents Actually Talk to Services

Why give an AI agent a terminal? We compare CLIs and MCPs for AI integration.

ai-agentsmodel-context-protocollocal-ai

#2028: Agent Skills Are the New Apps

AI agents are getting an App Store for brains. Discover how modular skills are replacing massive prompts and what it means for the future of work.

ai-agentsai-orchestrationprompt-engineering

#2022: When AI Becomes Your IT Department

We dug into a repo of 47 real-world projects showing how OpenClaw powers everything from self-healing servers to overnight app builders.

ai-agentsragai-inference