Companies, products, experiments and writing by Talvinder Singh. Current, past and unfinished.
A body of work · current, past and unfinished
Products, systems and ideas for consequential work.
Companies. Products. Experiments. Writing.
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Past
Earlier work
Original thinking on AI systems.
Arguments shaped by building agents, infrastructure and products—not summaries of the week.
Flagship · Agentic systems
The Model Is the Easy Part
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All writing, one place
Frameworks · Build logs · Field notes ↗
The six unseen layers that decide whether an AI system survives real users.
Read the argument ↗ Framework · Agent infrastructure Your AI Agent Is Stateless. That’s Why It Breaks.Why context needs the same operational discipline as databases and compute.
Read the framework ↗ Framework · AI economics The AI Cost Trap: Own the Expensive LayerWhere the bill compounds—and where durable advantage actually sits.
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