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596 episodes · Page 9 of 25

#5118: Model Identity Fraud: Distillation or Data Contamination?

When AI models lie about who they are, is it stolen knowledge or just contaminated training data?

fine-tuningtraining-dataai-securityhallucinationsopen-source

#5082: Why Mechanical Keyboards Refused to Die

The surprising economics and community revival behind the keyboard that wouldn't stay dead.

electronicspc-hardwareproduct-durabilityopen-source

#5054: Hardware Clubs for Grownups: Finding Your People

Software is solitary. Hardware is social. Here's how to find or build a space where adults and teens build together.

electronicshome-automationlocal-aiopen-source

#5033: The Greatest Dumbest Home Assistant Automations

Doorbell goal horns, toilet dashboards, and a lamp that dims on guests. The ten most gloriously unnecessary smart home automations, ranked.

home-automationhome-networkiotopen-sourcecyberattacks

#5004: What Precision Is Your Model Actually Running At?

When you call an API, are you getting the model you think you are? Inference providers quantize more than they admit.

ai-inferencelocal-aigpusopen-sourceai-evaluation

#4967: AI Gateways: Worth the Middleware Tax?

When does an AI gateway's overhead justify its features? We break down the tradeoffs.

local-aiai-inferencecyberattacksworkflow-automationopen-source

#4966: Local vs Cloud: Running Hugging Face Models

Hugging Face's compatibility tracker, cache management, and the real difference between Inference Endpoints and the direct API.

local-aiai-inferencegpusopen-source

#4931: Building a DIY Barcode Inventory Cart

Old laptop, USB scanner, and Linux kiosk mode for a dedicated home inventory terminal.

linuxhvacshopping-and-product-researchproduct-durabilitybatteries-and-power

#4902: Backward Batching: Fixing Slow Uploads Without Blocking Users

How one developer used background threads and deferred AI processing to fix a cataloguing workflow.

ai-coding-assistantsworkflow-automationopen-sourcecloud-computing

#4832: Your AI Memory Should Be Markdown Files

Why your AI project memory should live in Git-tracked Markdown files, not a proprietary platform.

context-and-memoryai-coding-assistantslocal-aiopen-sourceworkflow-automation

#4827: When Your One-Person Stack Starts Fighting You

Your custom-built system was a perfect fit. Now it's a cast you can't escape.

devopshome-automationlinuxreliability-engineeringopen-source

#4825: Russian Dolls: Skills, MCPs, and Plugins

When to use a skill vs MCP vs plugin in Claude Code — and when to keep it simple.

model-context-protocolai-coding-assistantsprompt-engineeringopen-sourceai-security

#4824: Build vs Pull: Docker Deploy Strategies for Solo Devs

Where to build your Docker image and how to trigger deploys — three patterns for small teams on a VPS.

devopscontainers-and-virtualizationcloud-computingopen-sourceplumbing

#4815: Agent Framework Lock-In: What Actually Breaks

Code-defined vs visual builders. LangGraph vs CrewAI. How portable are agent workflows really?

multi-agent-systemsai-coding-assistantsmodel-context-protocolopen-source

#4800: The CLI That Powers Half the Internet's Video

How a French programmer's side project became the invisible engine behind YouTube, VLC, and OBS.

linuxopen-sourceai-coding-assistantsworkflow-automation

#4799: How to Build Your Own TTS Audiobooks

From M4B containers to chapter timing drift — the technical pipeline for creating audiobooks with synthetic voice.

speech-recognitiontext-to-speechopen-sourcepodcasting

#4787: The Motion Test: Which Weird Peripherals Actually Earn Their Port

Does that fancy peripheral actually remove a motion you make hundreds of times a day? We put steno keyboards, TourBox, Stream Deck, and more to the...

audio-equipmentelectronicsproductivityworkflow-automationopen-source

#4783: Bonding Layer Showdown: Speedify vs Self-Hosted

Packet-level bonding for travel routers: Speedify's black box vs. self-hosted control. Which wins for a technically capable user?

telecommunicationsinternet-infrastructurehome-networkwi-ficloud-computing

#4781: Bonding Internet Lines with OpenMPTCProuter

One developer, no funding, and the only open-source bonding router that actually works. Here's how.

home-networkinternet-infrastructurelinuxopen-sourcewi-fi

#4748: Should You Upload That Old Manual?

The legal gray area of crowdsourcing orphaned product manuals and what it means for preservation.

intellectual-propertyopen-sourcedigital-privacy

#4726: Why a 2026 Foot Pedal Uses a 1990s Connector

Why does a brand-new foot pedal ship with an 8-pin DIN connector? The surprising engineering logic behind "obsolete" design.

audio-equipmentelectronicslinuxopen-source

#4713: MCP vs Browser-Use: The Agentic AI Showdown

Two patterns are fighting to define how AI agents interact with software. Which one wins shapes the next decade of building.

model-context-protocolai-coding-assistantsworkflow-automationopen-source

#4711: When AI Agents Need a Compliance Checkbox

ISO 42001 is coming for your agentic pipeline. Small businesses need to know what's heading their way.

ai-alignmentai-evaluationworkplace-cultureopen-sourceceasefires-and-peace-deals

#4703: MCP Binary Payloads: Why URLs Beat Base64

MCP can't carry raw bytes. Here's why the URL pattern is the only legal move—and what the File Uploads Working Group might change.

model-context-protocolmulti-agent-systemsopen-sourcecloud-computing