Podcast Episodes
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1. How the Models Behave (Probability, Entropy, and the Effort Dial)
In Episode 1 of Beyond Prompting, we go under the hood of modern AI models to understand how they actually generate text and why they behave the way …
11 hours ago
0. How AI Broke the Technical Manual (What Changed in the Claude Ecosystem)
In this special preamble episode of Beyond Prompting, we examine how rapid AI development forced a complete rewrite of technical documentation and op…
11 hours ago
15. Managing Context Rot (Thinking Like an Ops Team)
Episode 15: Context Rot — The Silent Failure Mode of Long AI Sessions
In Episode 15 of Beyond Prompting, we expose one of the most dangerous—and least…
3 months, 4 weeks ago
14. The Universal Data Bridge (Connecting Systems with MCP)
Episode 14: MCP — Turning AI into Connected Infrastructure
In Episode 14 of Beyond Prompting, we explore the breakthrough that takes AI out of isolati…
4 months, 3 weeks ago
13. Teaching Claude New Tricks (Encapsulating Knowledge with Agent Skills)
Episode 13: Claude Skills — Turning SOPs into Executable Workflows
In Episode 13 of Beyond Prompting, we unlock one of the most powerful—and overlooke…
4 months, 3 weeks ago
12. The AI Constitution (Designing Guardrails with CLAUDE.md)
Episode 12: CLAUDE.md — The Constitution Behind Your AI System
In Episode 12 of Beyond Prompting, we focus on the single highest-leverage asset in you…
4 months, 4 weeks ago
11. The AI in the Pipeline (CI/CD Integration and Automation)
Episode 11: Claude Code in CI/CD — Turning AI Into a Controlled Automation Layer
In Episode 11 of Beyond Prompting, we take Claude Code beyond the loc…
4 months, 4 weeks ago
10. Safe Legacy Refactoring (How to Rewrite 50k Lines Without Breaking Prod)
This is one of the most dangerous moves you can make as an engineer:
Letting AI rewrite your legacy system.
In this episode, we confront that risk head…
5 months, 1 week ago
9. The Terminal Agent (Claude Code Fundamentals)
In this episode, we enter a new phase of the journey: Claude Code.
This is where things change.
We leave behind the familiar world of browsers and chat…
5 months, 1 week ago
8. The AI That Works While You Sleep (Scheduled Tasks & Autonomous
In Episode 8, we unlock the next level of AI productivity: autonomous, recurring workflows. Instead of triggering Claude manually for each task, we e…
6 months ago