The AI Loop by Union.ai
The AI Loop, KetanA technical newsletter and community for engineers building AI, ML, and agentic systems.
| Platform |  | Pricing | Only free issues | Publishes | Weekly |
|---|---|---|---|---|---|
| Issues | 5 | Subscribers | Read | unionailoop.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
Revealing the Infra Blindspot Killing Your Workflows
Recently, we advised a buzzy startup innovating on one of the most notoriously unreliable tools we use every day: weather forecasting. The team is building an AI/ML system to crunch a ludicrous amount of data to make weather prediction more...
Are you agile enough to use SLMs?
If you’ve ever shipped on the OpenAI API stack, you already know the story. It dazzles in a demo, maybe even holds up for a prototype. But the moment you push to production, the wheels start to come off: latency spikes, context limits, comp...
We asked 9 AI & agent builders about their top problems…
The AI agent revolution is here, at least in theory. Every week brings new demos of agents that can write code, book flights, and analyze spreadsheets. But there's a massive gap between a working prototype and a production system that can h...
The Evolution and Future of AI Orchestration
The term orchestration has evolved dramatically over the past decade. What began as a way to sequence microservices and data processing jobs has expanded into a core enabler for modern applications, spanning traditional backend systems to h...
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Authors
The writers behind this newsletter.
A technical newsletter and growing community for the builders shaping the future of AI, ML, and agentic systems.
Ketan Umare is the CEO and co-founder at Union.ai. Previously he had multiple Senior roles at Lyft, Oracle, and Amazon ranging from Cloud, Distributed storage, Mapping (map-making), and machine-learning systems.
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