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Software Architecture

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Beyond the Tutorials: What Really Happens with the Outbox Pattern
event-driven
Featured

Beyond the Tutorials: What Really Happens with the Outbox Pattern

The outbox pattern promises atomic consistency in distributed systems, but the implementation reality is messier than most tutorials admit. Here’s what actually happens when you combine Go, Postgres, and the complexities of real-world event delivery.

#event-driven#golang#microservices...
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Why SQL Just Killed Vector Databases for LLM Memory (And Why Everyone’s Lying About It)
AI Agents

Why SQL Just Killed Vector Databases for LLM Memory (And Why Everyone’s Lying About It)

Developers are abandoning vector databases for LLM memory, not because they’re broken, but because they’re fundamentally misaligned with how memory actually works in real-world agents. Meet the SQL-first approach that’s rewriting the rules.

#AI Agents#LLM#memory...
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Why Cloud Migration Often Fails
aws

Why Cloud Migration Often Fails

IT veterans reveal what they’d do differently after costly cloud migrations – from 5x timeline blowouts to $500K reversals.

#aws#cloud#enterprise-architecture
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Legacy Modernization’s Dirty Secret: Technical Debt Is the Least of Your Problems
legacy-modernization

Legacy Modernization’s Dirty Secret: Technical Debt Is the Least of Your Problems

The real blockers in legacy migration aren’t outdated code, they’re knowledge silos, risk-averse culture, and organizational inertia that technical teams can’t fix alone.

#legacy-modernization#organizational-culture#software-engineering...
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Database Scaling Isn’t Magic. It’s a Tax on Simplicity
database scaling

Database Scaling Isn’t Magic. It’s a Tax on Simplicity

The 10 database scaling techniques every architect must master, and why most teams implement them too late, too wrong, and at too high a cost.

#database scaling#microservices#polyglot persistence...
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SASE Vendors Are Lying About Their Security Stacks
network-security

SASE Vendors Are Lying About Their Security Stacks

A brutal breakdown of how Zscaler, Palo Alto, and Cloudflare actually perform when real traffic hits their global PoPs, and why pricing transparency is a myth.

#network-security#sase#vendor-comparison...
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The 3-Tier Architecture Is Dying, And AI Is Holding the Smoking Gun
distributed systems

The 3-Tier Architecture Is Dying, And AI Is Holding the Smoking Gun

AI in browsers and edge computing is gutting the classic presentation→logic→database stack. Here’s what’s replacing it, and why your next architecture diagram will look like a distributed neural net.

#distributed systems#edge computing#web architecture
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AI-Coded Monoliths: How Copilot Accelerates Architectural Bankruptcy
copilot

AI-Coded Monoliths: How Copilot Accelerates Architectural Bankruptcy

Generative coding tools boost velocity while quietly eroding software architecture, creating monoliths faster than ever before. The data reveals a paradox: more code, more technical debt.

#copilot#software-architecture#technical-debt
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The Legacy System Trap: Why Modernization Projects Fail More Often Than They Succeed
enterprise-architecture

The Legacy System Trap: Why Modernization Projects Fail More Often Than They Succeed

An unflinching look at the brutal realities of legacy system modernization, from data migration nightmares to organizational resistance that derails even the best-laid plans.

#enterprise-architecture#legacy-systems#modernization...
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Scaling to 10 Million Users on Azure: The Microservices Mistake Nobody Admits
Azure

Scaling to 10 Million Users on Azure: The Microservices Mistake Nobody Admits

Why premature microservices and over-engineering doom Azure scaling efforts, real lessons from hitting 10 million users

#Azure#Cloud Scaling#devops...
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PostgreSQL 18 Just Killed the NoSQL Argument for High-Throughput OLTP
database-performance

PostgreSQL 18 Just Killed the NoSQL Argument for High-Throughput OLTP

With 3,057 TPS and 5.2ms latency, PostgreSQL 18 isn’t just catching up to NoSQL systems, it’s redefining what a relational database can do under load.

#database-performance#nosql#oltp...
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Event-Driven Architecture: The Distributed Disaster Waiting to Happen
distributed-systems

Event-Driven Architecture: The Distributed Disaster Waiting to Happen

Why your ‘loosely coupled’ event system is probably a tightly coupled mess in disguise

#distributed-systems#event-driven-architecture#microservices...
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