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Posts on tips and tricks, using and learning about PostgreSQL for database development and analysis.

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GSTR-2B Reconciliation with Configurable Tolerances in GSTBot

GSTR-2B Reconciliation with Configurable Tolerances in GSTBot

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3 min read
GSTR-2B Reconciliation with GSTBot: AI‑Powered Accuracy

GSTR-2B Reconciliation with GSTBot: AI‑Powered Accuracy

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3 min read
Deep Dive into Documedic’s Drug Interaction Feature

Deep Dive into Documedic’s Drug Interaction Feature

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3 min read
A creator with no published email costs us nothing now, because the lookup moved to the front of the pipeline

A creator with no published email costs us nothing now, because the lookup moved to the front of the pipeline

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5 min read
GSTR-2B Reconciliation with Configurable Tolerances

GSTR-2B Reconciliation with Configurable Tolerances

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3 min read
Supabase Free has no backups, so ours is two pg_dumps a night and the smaller one is kept twelve times longer

Supabase Free has no backups, so ours is two pg_dumps a night and the smaller one is kept twelve times longer

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6 min read
Session Budgets or Driver Caps: A Debate for Agent SQL Exploration

Session Budgets or Driver Caps: A Debate for Agent SQL Exploration

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7 min read
Creating one account by hand touches three systems, and only one of them has transactions

Creating one account by hand touches three systems, and only one of them has transactions

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4 min read
The refund arrived after the payout, so the fix was two nullable columns and no code

The refund arrived after the payout, so the fix was two nullable columns and no code

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4 min read
AI Agent Memory: Most of It Should Be a Database Table

AI Agent Memory: Most of It Should Be a Database Table

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8 min read
One transaction left open for three weeks stopped every write in our database

One transaction left open for three weeks stopped every write in our database

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2 min read
I changed the rows. PostgreSQL's statistics still remembered them.

I changed the rows. PostgreSQL's statistics still remembered them.

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4 min read
Menavigasi Tech Stack Modern di Tahun 2026: Antara Efisiensi dan Hype

Menavigasi Tech Stack Modern di Tahun 2026: Antara Efisiensi dan Hype

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3 min read
Email Verification Workers Need a Delivery Lease

Email Verification Workers Need a Delivery Lease

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4 min read
A Stripe session that is not allowed to outlive the slot it reserved: 31 minutes against 40

A Stripe session that is not allowed to outlive the slot it reserved: 31 minutes against 40

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5 min read
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