Blog

Notes from the build.

Occasional writing on data, AI and shipping software - what we've learned the hard way, written like we'd explain it to a colleague.

·4 min readAIMLOps

The demo always works. The Tuesday after is the hard part.

Why we judge AI and data work by what it does in month three, not in the first meeting.

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·5 min readData engineeringLakehouse

What a lakehouse actually buys you (and when you don't need one)

A plain explanation of the bronze-silver-gold idea, minus the vendor pitch.

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·6 min readCaryaaPractice management

Practice management software for CAs in India: a buyer's checklist

What practice management software for Chartered Accountants, Company Secretaries and tax practitioners should actually do - and the India-specific things generic tools miss.

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·5 min readCaryaaDSC

Keeping a clean DSC register: DSC management for a CA firm

Every CA firm holds a box of DSC tokens, and expiry always sneaks up. Here is what a proper DSC register tracks and why a spreadsheet eventually fails you.

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·5 min readCaryaaCompliance

One compliance calendar for GST, TDS, income tax and ROC

A CA practice juggles dozens of recurring deadlines across many clients. Here is why a shared compliance calendar beats a per-client spreadsheet.

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