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We entered Fixathon as hackers. We left as winners.
How a 3-person LayerX team with no ML background won Fixathon, building Cadence: an explainable AI model that predicts factory production time from panel data.
Coding with AI Agents: the 20% nobody talks about
Coding agents write 80% of the code. The other 20% is engineering, and it matters more than ever. Eleven lessons from building with agents at LayerX.
Everyone talks about taste. It's all about trust.
Taste differentiates your product. Trust determines whether anyone actually uses it for what matters.
The highest ROI activity in AI right now isn't on your screen
Why the best opportunities in AI keep coming from rooms, not feeds. What two days at SIM Conference actually taught me.
The new CMO is a systems architect
The job of a senior marketer has shifted from managing people to designing systems.
The next great software company won't sell software
AI is shifting from copilots to autopilots. Why selling outcomes beats selling tools, and how we're building LayerX for the Service as a Software era.
Giving our blog a voice: how we turned posts into audio with open models, locally, on a Mac
How we turned every LayerX blog post into an audiobook-style narration using open-source TTS models (Kokoro, Qwen3 TTS) running locally on Apple Silicon with MLX. No cloud, no per-character billing,…
Why I Stopped Using Other People's AI Agents and Built My Own
The story of building Eva, a personal AI assistant that lives where my conversations already happen.
Fine-Tuning a Small LLM for Customer Support Pt. 1
A hands-on guide to generating synthetic training data from FAQs, fine-tuning Qwen3-4B with LoRA on Apple Silicon, and serving the model locally with llama.cpp
Are We Building the Perfect Finance Infrastructure for Machines?
After a week at EthCC Cannes 2026, a provocation: Web3's complex, unreadable interfaces aren't a UX failure, they're a feature.
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LayerX has published 10 episodes since April 2026, covering topics in Technology.
LayerX is currently moderate with new episodes weekly.
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