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Notes on PostgreSQL, change data capture, and building AI-ready data products.

The Engineering Team: How using Claude Code to Run an Entire Infrastructure Company
ai-implementation

The Engineering Team: How using Claude Code to Run an Entire Infrastructure Company

How we orchestrate backend engineering, CI/CD, Kubernetes, cloud infrastructure, and a high-performance caching layer — all without a 6 person engineer team

Feb 8, 2026

Stop Fighting Fires. Start Predicting Them
ai-implementation

Stop Fighting Fires. Start Predicting Them

Introducing AI-Powered Predictive Intelligence for PostgreSQL from Burnside Project

Jan 24, 2026

The Silent Cold Start Problem in Predictive Engines
machine-learning

The Silent Cold Start Problem in Predictive Engines

Every ML-powered monitoring tool faces the same uncomfortable question on day one: How do you predict failures you’ve never seen?

Jan 6, 2026

PostgreSQL HA in 2 Hours: How AI Agents Are Changing the game
machine-learning

PostgreSQL HA in 2 Hours: How AI Agents Are Changing the game

The Ask: Production-grade HA without a DBA on payroll

Dec 13, 2025

Kubernetes in 4 Hours: How AI Agents Are making us Jack of All Trades
ai-implementation

Kubernetes in 4 Hours: How AI Agents Are making us Jack of All Trades

Not casually. Seriously. I've read the official docs cover to cover. I've watched KubeCon talks. I've spun up minikube clusters that worked for exactly 37 minutes before some networking gremlin destroyed everything. I've stared at kubectl get pods showing CrashLoopBackOff ....

Dec 8, 2025

The Cloud Bill That Breaks Startups: A Survival Guide
ai-implementation

The Cloud Bill That Breaks Startups: A Survival Guide

Every AI startup faces the same brutal economics: You need to validate your models before raising serious capital, but cloud GPU costs will burn through your runway before you prove product-market fit

Nov 17, 2025

Real-Time Shopping Recommendations in 150ms: Building a Modern E-Commerce Discovery Engine
machine-learning

Real-Time Shopping Recommendations in 150ms: Building a Modern E-Commerce Discovery Engine

How we built a production-grade product recommendation system that turns natural language into personalized product bundles faster than you can blink.

Nov 7, 2025

Building a 90-Second Credit Card Approval System: A Real-Time Architecture Case Study
data-engineering

Building a 90-Second Credit Card Approval System: A Real-Time Architecture Case Study

How we designed a production-grade, event-driven approval pipeline that processes credit applications in under 90 seconds while maintaining 99.9% reliability

Oct 24, 2025

Built an architecture for instant approvals backend
data-engineering

Built an architecture for instant approvals backend

Designed an architecture that makes intelligent decisions in milliseconds - perfect for fraud detection, approvals, and access control.

Oct 23, 2025

Building a Production-Ready Data Pipeline on AWS: A Practical Guide
data-engineering

Building a Production-Ready Data Pipeline on AWS: A Practical Guide

How we built a scalable clickstream analytics pipeline that processes 500GB/day while cutting costs by 70%

Oct 11, 2025

How to Turn Your Data Into a Revenue Engine
data-engineering

How to Turn Your Data Into a Revenue Engine

How to Turn Your Data Into a Revenue Engine

Oct 1, 2025

Building Enterprise-Grade Real-Time Alert Systems: From Equipment Failures to Fraud Detection
data-engineering

Building Enterprise-Grade Real-Time Alert Systems: From Equipment Failures to Fraud Detection

Transform your business operations with intelligent, automated alerting that keeps you ahead of critical issues.

Sep 25, 2025

Proof-in-Minutes Lakehouse
data-engineering

Proof-in-Minutes Lakehouse

Proof-in-Minutes Lakehouse

Sep 5, 2025

Agentic Code Discovery & Analysis
ai-implementation

Agentic Code Discovery & Analysis

Agentic Code Discovery & Analysis

Aug 29, 2025

From Coders to Conductors!
ai-implementation

From Coders to Conductors!

From Coders to Conductors!

Aug 27, 2025

Would You Give an AI Agent Access to Your Database?
ai-implementation

Would You Give an AI Agent Access to Your Database?

Would You Give an AI Agent Access to Your Database?

Aug 25, 2025

We're making enterprise data pipelines 10x cheaper (and actually maintainable)
analytics

We're making enterprise data pipelines 10x cheaper (and actually maintainable)

We're making enterprise data pipelines 10x cheaper

Aug 20, 2025

Agentic Coding with Claude Code
ai-implementation

Agentic Coding with Claude Code

The agentic coding is not giving random instructions and hoping the agent gets it right. It’s about building a solid plan, providing clear content and testing with intent.

Aug 18, 2025

Your Google Sheets Are Costing You $50K a Year - And You Don't Even Know It
cost-management

Your Google Sheets Are Costing You $50K a Year - And You Don't Even Know It

Your Google Sheets Are Costing You $50K a Year

Aug 6, 2025

We Built a Real-Time Revenue Dashboard for a $2M SaaS Company in 48 Hours
cost-management

We Built a Real-Time Revenue Dashboard for a $2M SaaS Company in 48 Hours

We Built a Real-Time Revenue Dashboard for a $2M SaaS Company in 48 Hours

Aug 5, 2025

Supercharge Your AI Apps with Vertex AI Studio and the RAG Engine
ai-implementation

Supercharge Your AI Apps with Vertex AI Studio and the RAG Engine

Supercharge Your AI Apps with Vertex AI Studio and the RAG Engine

Jul 27, 2025