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Engineering a Defensible Suspect-Condition Pipeline (Identify Validate Capture)

Engineering a Defensible Suspect-Condition Pipeline (Identify Validate Capture)

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2 min read
Deterministic Guardrails: Stop LLM Tool Calling Failures at Runtime

Deterministic Guardrails: Stop LLM Tool Calling Failures at Runtime

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3 min read
The GitBook migration trap

The GitBook migration trap

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3 min read
Why Your Salesforce Code Breaks on Other Orgs

Why Your Salesforce Code Breaks on Other Orgs

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4 min read
The day I asked three LLM agents to rewrite legacy Java for me — and what actually happened

The day I asked three LLM agents to rewrite legacy Java for me — and what actually happened

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5 min read
DEPENDENCY INVERSION PRINCIPLE

DEPENDENCY INVERSION PRINCIPLE

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2 min read
Technical Documentation Template: Build Product Docs With a Tested Structure

Technical Documentation Template: Build Product Docs With a Tested Structure

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5 min read
Most AI Revenue Leakage Isn't Fraud. It's Engineering.

Most AI Revenue Leakage Isn't Fraud. It's Engineering.

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6 min read
how to version an api without breaking every client that depends on it

how to version an api without breaking every client that depends on it

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3 min read
The Real Cost of Vendor Lock-In, and How to Avoid Walking Into It

The Real Cost of Vendor Lock-In, and How to Avoid Walking Into It

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4 min read
# Software Projects Don't Fail Because Developers Can't Code

# Software Projects Don't Fail Because Developers Can't Code

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2 min read
Building a Salesforce Managed Package for Your SaaS: 9 Gotchas Nobody Warns You About

Building a Salesforce Managed Package for Your SaaS: 9 Gotchas Nobody Warns You About

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4 min read
Why AI Agents Lose Their Memory And How MemoFS Solves It

Why AI Agents Lose Their Memory And How MemoFS Solves It

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5 min read
LLD Data Structures in Design Context: Real-World HashMaps — Sessions, Caches, Indexes and Design Trade-offs

LLD Data Structures in Design Context: Real-World HashMaps — Sessions, Caches, Indexes and Design Trade-offs

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5 min read
How I'd Design a Kafka-Based Payment Event Pipeline from Scratch

How I'd Design a Kafka-Based Payment Event Pipeline from Scratch

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3 min read
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