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Trinity Data Solutions.
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Hyderabad · Bengaluru · Amsterdam

02What we think

Notes frompeople whoship things.

Written by the engineers and designers on the work, not a content team. Short by design — if it needs a whitepaper, it needs a conversation instead.

Published

Most weeks

Length

4–8 minutes

Authors

The delivery teams

AI6 min

Your RAG pipeline is a data problem wearing a model costume

Swapping models rarely fixes retrieval. Nine times out of ten the answer is in how the source documents were chunked, tagged and kept fresh.

Aparna Raghunath
Cloud4 min

The platform team is not a ticket queue

If every deploy needs a human in another org, you do not have a platform. You have a gate.

Daniel Osei
Engineering5 min

Ship weekly or stop calling it agile

Cadence is the only ceremony that matters. Everything else is a meeting about the cadence.

Meera Iyer
Data7 min

Dashboards nobody opens: an autopsy

We audited 240 internal dashboards at three clients. Most answered a question nobody was still asking.

Tobias Lang
AI5 min

Evaluate the workflow, not the model

Benchmarks measure the model. Your users experience the whole pipeline, including the part that times out.

Aparna Raghunath
Engineering8 min

The rewrite you can afford is the one you do in slices

Big-bang rewrites fail on politics before they fail on code. Cut over one route at a time instead.

Rohan Varma
Cloud4 min

Cost is an architecture decision, not a finance report

By the time the bill arrives, the design has already chosen the number. Model spend during the diagram stage.

Daniel Osei
Industry6 min

What banks actually mean by real time

Sub-second settlement, overnight reconciliation and quarterly reporting all get called real time. Pin down which one before designing.

Meera Iyer
Data5 min

Contracts beat conventions

A schema your producers agreed to is worth more than a style guide nobody enforces at write time.

Tobias Lang

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