Development

Building software: programming, developer tools, APIs, deployment and DevOps, and building with AI (agents, MCP servers, RAG, AI coding tools). An extra channel alongside an episode's main one, so AI engineering episodes sit in both.

1145 episodes Page 11 of 58

#5621: Constrained Decoding for AI-Generated Podcast Tags

A working AI podcast pipeline has one quiet failure: the tagging. Here's how constrained decoding and a stable taxonomy fix it.

ai-evaluationprompt-engineeringai-inferencedevops

#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.

model-context-protocolmulti-agent-systemscontext-and-memoryai-coding-assistants

#5604: Fixing Typos Without Rewriting the Prompt

Three different jobs hide in one "clean up my prompt" pipeline — and only one of them should ever go to a generative model.

prompt-engineeringspeech-recognitionhallucinationslocal-ai

#5574: Ephemeral Containers and the ADE Label Nobody Owns

Claude Code's cloud sessions spin up a fresh VM every time. Here's what that breaks, and the new term for what Daniel actually wants.

ai-coding-assistantsmodel-context-protocolcontainers-and-virtualizationdevops

#5573: Audio Post-Processing for AI Podcast Pipelines

Silence trimming, loudness normalization, EQ, and tempo fixes — the CLI tools that turn raw TTS output into a finished episode.

workflow-automationopen-sourceai-inferencespeech-recognition

#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...

multi-agent-systemsworkflow-automationopen-sourceproductivity

#5533: Why AI Characters Drift Between Shots

Why does your AI character look like a different person by shot four? The answer is structural — and the fix isn't what you'd expect.

fine-tuninggenerative-mediacontext-and-memoryprompt-engineering

#5532: What Your Browser Isn't Telling You

DevTools quietly omits what privacy researchers need most. Here's how to actually tap browser traffic — and what shows up when you do.

cyberattacksdigital-privacysurveillanceai-security

#5526: Can a Phone Bond Two Cellular Links?

Android can bond Wi-Fi and cellular — but two cellular data paths at once? That's where the hardware and the OS both say no.

wi-fitelecommunicationssmartphones

#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.

multi-agent-systemsprompt-engineeringai-inferencecontext-and-memoryspeech-recognition

#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.

ai-coding-assistantsmulti-agent-systemscontainers-and-virtualizationcloud-computinghome-automation

#5522: Building a Podcast Backup Appliance

One listener wants a single-purpose box that pulls every episode to local storage he controls. Turns out the software exists — the packaging doesn't.

backups-and-archivinghome-networkhome-automationlinuxdata-storage

#5520: Keeping a Fine-Tune Alive Across Model Releases

Daniel wants to fine-tune DeepSeek Flash 4.1 on edited podcast scripts. The hard part isn't training — it's surviving the next release.

fine-tuninglocal-aitransformer-architectureprompt-engineering

#5517: What 5,000 AI-Written Podcast Episodes Reveal

Daniel archived every AI-generated episode with the model that wrote it. Now he wants to know which models loop — and how to catch it.

ai-evaluationhallucinationscontext-and-memoryopen-source

#5507: Inside ChatGPT's Hidden Pipeline: 8 Models Per Reply

One chat turn isn't one model call. It's moderation, PII filtering, a tone-based router, and activation classifiers — here's the documented graph.

ai-inferenceai-securitycontext-and-memoryai-alignmentrag

#5505: Send a Bot to Your Next Sales Call

Daniel wants a bot that takes his sales meetings, asks hard questions, and ends the call when the pitch is spray-and-pray.

ai-coding-assistantsprompt-engineeringworkflow-automationspeech-recognition

#5487: Why Your Spreadsheet Mangles José's Name

A deep dive into character sets, from ASCII to UTF-8, and why José becomes "José" in your spreadsheet.

databasesprogramming-languagesdata-storageopen-source

#5485: Fine-Tuning Parakeet for Hebrew and Your Own Jargon

NVIDIA's Parakeet beats Whisper on Android — but can you teach it Hebrew, or just your own jargon? Two answers, one much happier.

speech-recognitionlocal-aifine-tuningtraining-datahallucinations

#5482: When AI Edits Your Words: The Off Switch Problem

A tool that works reliably — and still gets switched off. What over-editing studies reveal about why AI rewrites more than you asked.

ai-coding-assistantsprompt-engineeringai-evaluationhallucinations

#5479: Why Number Porting Takes 30 Minutes

Routing a ported number takes milliseconds. So why does the SIM swap take hours? We trace the signalling behind "keep your number.

telecommunicationsisraelconsumer-protectionceasefires-and-peace-deals