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Ideas & Insights
Notes from the team on AI agents, computer vision, voice AI, and building software that actually ships.
AI AgentsAugust 20, 2026·5 min read
Why Every Startup Needs an AI Agent Strategy in 2026
Automation used to mean scripts and cron jobs. Autonomous agents change what's actually worth automating — here's how to think about where to start.
Read more →Computer VisionAugust 15, 2026·6 min read
Computer Vision in Production: Lessons from PyTorch Deployments
A model that scores well on a validation set is not the same as a model that holds up on a factory floor or a retail camera feed. Here's what actually breaks.
Read more →Voice AIAugust 8, 2026·4 min read
Text-to-Speech vs Speech-to-Text: Picking the Right Voice AI Stack
Voice products usually need both, but the tradeoffs — latency, accuracy, cost per minute — are different enough that picking one stack for both is a mistake.
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