Podcast Episodes
Back to SearchEP085: Service Accounts Beat Refresh Tokens for AI Ops Analytics
A practical episode about why AI operations dashboards should use service accounts for GA4 and Search Console, how expired OAuth refresh tokens break…
3 months, 2 weeks ago
EP084: AI API Failovers, Regional Endpoints, and Hidden Reliability Work
A practical episode about the reliability work behind AI API products: regional base URLs, routing, failover policy, balance-related pauses, support …
3 months, 2 weeks ago
EP083: Claude Code, World Cup Predictors, and Validated AI Workflows
A practical episode about using coding agents for prediction workflows: deterministic probability models, model-written explanations, JSON validation…
3 months, 2 weeks ago
EP082: Payload Compatibility Is Part of Model Quality
A practical episode about why model quality includes payload compatibility, endpoint fit, retries, and real workflow success rather than only benchma…
3 months, 3 weeks ago
EP081: Turning Claude Code Guides into Developer Growth Infrastructure
A practical episode on how a Claude Code guide repository can become developer growth infrastructure: correct base URL rules, UTM discipline, searcha…
3 months, 3 weeks ago
EP080: GPT-5 Parameters, Claude Code Setup, and API Hygiene
A practical episode on why GPT-5-style reasoning models need cleaner request payloads, how to handle max_tokens versus max_completion_tokens, when to…
3 months, 3 weeks ago
EP079: Cost per Accepted Image Is the Metric That Matters
Image generation pricing is misleading if teams only compare cost per request. This episode explains cost per accepted image, why model demos are not…
3 months, 3 weeks ago
EP078: One-Click Configuration Is Developer Onboarding Infrastructure
One-click setup scripts are more than convenience. This episode explains how WorkBuddy-style custom model configuration, local models.json files, Bas…
3 months, 3 weeks ago
EP077: Base URL Bugs Are Developer Experience Bugs
API Base URL mistakes are one of the most common AI developer onboarding failures. This episode explains why missing /v1, wrong environment variables…
3 months, 4 weeks ago
EP076: Dynamic Workflows for AI Coding Agents
Dynamic workflows are changing AI coding from one long agent chat into structured orchestration. This episode explains planner, implementer, adversar…
3 months, 4 weeks ago