JOURNAL // long-form & field notes

Writing

Philosophy, coding, AI, life, photography — and the lessons in between.

Topics

Coding

1 post

Engineering craft — architecture, performance, and war stories.

Concurrency that actually ships: async, TPL and not melting prod

Raising a desktop+web test platform's throughput 30% wasn't about clever lock-free tricks — it was about modelling the work correctly and caching the right thing.

24 Apr 20266 min read0

C#.NETPerformanceConcurrency

AI

1 post

LLMs, agents, and building with intelligence.

Shipping four AI PoCs without drowning in the hype

What I learned architecting Smart Hiring, an AI chatbot, an AI trip planner and an internal copilot: the model is the easy part — the plumbing and the guardrails are the job.

20 Mar 20265 min read0

LLMRAGAI AgentsArchitecture

Experience

1 post

Lessons from shipping business-critical software at scale.

FIELD NOTES

Consolidating two legacy systems into one warehouse platform

Notes from leading an IIT → WMS migration: how to retire a parallel system without freezing the business, and the boring discipline that keeps a peak season stable.

19 May 20267 min read1

MigrationArchitecture.NETPostgreSQL

Writing

Coding

Concurrency that actually ships: async, TPL and not melting prod

AI

Shipping four AI PoCs without drowning in the hype

Experience

Consolidating two legacy systems into one warehouse platform

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