Jagadeesh Rampam
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Parjanya 2.0 is open to everyone
Release notes from seven weeks of closed beta: 18,884 images, 18+ formats, 20+ photographers, and what they contributed.
Sep 14
•
Phagyul AI Systems Pvt Ltd
August 2026
Price Is Only Half the Compute Problem
Why the right infrastructure decision is not “cheapest instance,” but the right capacity at the right price and the right time.
Aug 24
•
Phagyul AI Systems Pvt Ltd
1
N+1 Without an ORM: The Hidden Cost of Extra Round Trips
How we found duplicate DynamoDB reads, unbatched CloudWatch calls, and a cache that quietly wasn’t there
Aug 18
•
Phagyul AI Systems Pvt Ltd
1
1
From Managed Services to Primitives (DX vs DIY)
What Building Parjanya v2.0 Taught Me About Managed Platforms, Self-Hosted AI, and Owning the Right Abstractions
Aug 17
•
Phagyul AI Systems Pvt Ltd
1
June 2026
When SageMaker Wasn't the Problem
The Parjanya v2.0 case study: how AWS primitives replaced a managed ML platform through reconciliation, replay, and event-driven orchestration
Jun 24
•
Phagyul AI Systems Pvt Ltd
1
From Pipeline to Platform
Event-Driven TBIE Architecture, Reconciliation Patterns, and the Lessons from Building Parjanya v2.0
Jun 22
•
Phagyul AI Systems Pvt Ltd
1
Prompt Debt: How We Doubled Throughput Without Changing the Model
A Parjanya v2.0 field note on inferencing, information waste, and why deleting things sometimes creates more value than adding them
Jun 17
•
Phagyul AI Systems Pvt Ltd
1
Terraform at Scale: What Actually Worked, What Didn’t, and the Cost of Trusting AI with Infrastructure
A Parjanya v2.0 field note from migrating a real platform across AWS accounts, repositories, and automation layers
Jun 16
•
Phagyul AI Systems Pvt Ltd
2
1
Why We Use Three AWS Accounts (Not Two) for Parjanya v2.0
The infrastructure decision most startups postpone — and the one I almost did too
Jun 15
•
Phagyul AI Systems Pvt Ltd
1
1
Archetypes of the Southern Ocean
How the Falkland Islands, South Georgia and Antarctica Changed the Way I See Wildlife
Jun 10
•
Phagyul AI Systems Pvt Ltd
2
Building a Second Brain
Why memory, context and accumulated knowledge may matter more than bigger models.
Jun 7
•
Phagyul AI Systems Pvt Ltd
1
Valuing an Indian Octopus: Info Edge Through Damodaran’s Lens
Two engines. One balance sheet. A sum-of-the-parts valuation.
Jun 5
•
Phagyul AI Systems Pvt Ltd
1
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