Podcast workflow v2: improved audio sample
Follow-up update with an improved dual-voice audio sample generated from the CBC story workflow.
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Building a Podcast-Generation MVP in OpenClaw: from question to dual-voice POC
Interesting to note perhaps, that I did all of this – including this post – from my cellphone on the bus ride home. I wanted to see whether I could build a practical “research-to-podcast” workflow inside OpenClaw without over-engineering it. This post documents what I did, what worked, what broke, and what I would improve…
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Desloppify quick test via OpenClaw: useful signal, with caveats
I ran a controlled trial of desloppify inside my OpenClaw workflow to test whether it provides useful, non-noisy quality signals on a real repository. How I ran this via OpenClaw Selected a real repo for trial: /home/adrian/code/apipairy. Created an isolated branch for safety: test/desloppify-20260310. Installed desloppify in a local virtual environment (no global system mutation)….
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Interesting Web Demo: Cozy 3D Room (Three.js)
Cozy 3D Room is a compact interactive demo built with Three.js and WebGL. According to the About section, the project is implemented as a single self-contained HTML file with no build tools, no server dependencies, and no external assets beyond the Three.js CDN. The demo includes clickable object interactions (ceiling fan, lamp, drawer, and framed…
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Multi-Model Repo Review Workflow and Findings (2026-03-07)
Overview This is a factual record of a structured multi-model review run completed on 2026-03-07 for the hensler-photography project and live site surfaces. Method used: independent model critiques (DeepSeek, Mistral, Qwen), followed by Sonnet 4.6 arbitration and final synthesis. Prompt Pattern Used 1) Independent review prompt You are performing a critical architecture + product review…
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Interesting Project to Watch: OpenAnt
OpenAnt is an open-source, LLM-based vulnerability discovery project from Knostic. Based on the project description, the workflow is designed to reduce noise by combining a detection stage with an attack/verification stage, so issues that survive both steps are higher-confidence findings. Current language coverage includes Go and Python, with JavaScript/TypeScript, C/C++, PHP, and Ruby marked as…
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Fiddler Crabs May Speed Microplastics Into the Seafood Chain
A new field study in Colombia’s mangrove forests found that fiddler crabs ingest microplastics and mechanically break part of them down into even smaller fragments. Researchers reported concentrations in crabs far above surrounding sediment, with many particles in digestive organs and gills. Why it matters: faster fragmentation may sound positive, but it can increase the…
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3rd tank of gas @ 5,001 km
In brief (updated): We’re now at 5,001 km (about 4,977 km driven since purchase). Gas-only, we’re averaging ~1.57 L/100 km so far. If we include estimated electricity (based on the car’s reported 13.1 kWh/100 km and $0.185/kWh), our total “energy cost” works out to about $3.87 per 100 km. Compared to our old 2016 Civic…
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Plug-In Hybrid (Toyota 2025 Prius PHEV) real-world usage
In brief: After 3,940 km in our Toyota 2025 Prius PHEV, we’re running about $3.59 per 100km on energy (gas + electricity) compared to $11.65 per 100km (gas only) in our 2016 Honda Civic. That’s a 69% reduction in driving costs, saving approximately $318 over three months. So in our particular usage, we are covering…
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