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BERJAYA

Python

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Fail-Open Patterns: When Your AI Trading System Must Choose Graceful Degradation Over Perfection

Fail-Open Patterns: When Your AI Trading System Must Choose Graceful Degradation Over Perfection

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4 min read
The AI Agent Economy Needs Payment Rails — Here's What I Built

The AI Agent Economy Needs Payment Rails — Here's What I Built

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1 min read
Six small PRs later, repo hygiene stopped being a suggestion

Six small PRs later, repo hygiene stopped being a suggestion

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6 min read
Autonomous Multi-Agent AI for Mega Crowd Management

Autonomous Multi-Agent AI for Mega Crowd Management

BERJAYA 1
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3 min read
LangChain vs LlamaIndex in 2026: What We Actually Use and Why

LangChain vs LlamaIndex in 2026: What We Actually Use and Why

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4 min read
Why I Built an AI-Powered Test Data Generator (and When You Shouldn't Use AI for Fixtures)

Why I Built an AI-Powered Test Data Generator (and When You Shouldn't Use AI for Fixtures)

BERJAYA 1
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3 min read
I Wrote a .env Linter from Scratch — Here Are the 9 Rules That Actually Matter

I Wrote a .env Linter from Scratch — Here Are the 9 Rules That Actually Matter

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8 min read
Building a strict INI parser from scratch in Python — no configparser allowed

Building a strict INI parser from scratch in Python — no configparser allowed

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8 min read
I built a 20-20-20 eye reminder because my eyes were dying at my desk

I built a 20-20-20 eye reminder because my eyes were dying at my desk

BERJAYA 1
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3 min read
Heka Insights Agent Update: Architecture + Configuration Docs Now Reflect Runtime Behavior

Heka Insights Agent Update: Architecture + Configuration Docs Now Reflect Runtime Behavior

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2 min read
pip É Lento, Poetry Complexo: UV Chegou Resolvendo o Python

pip É Lento, Poetry Complexo: UV Chegou Resolvendo o Python

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17 min read
I was tired of complex RAG evaluation tools, so I built my own (and open-sourced it) 🚀

I was tired of complex RAG evaluation tools, so I built my own (and open-sourced it) 🚀

BERJAYA 1
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2 min read
I Reviewed 11 SaaS Boilerplates. Here's What Nobody Tells You.

I Reviewed 11 SaaS Boilerplates. Here's What Nobody Tells You.

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5 min read
How I Test My MCP Agent Without Burning Tokens

How I Test My MCP Agent Without Burning Tokens

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6 min read
OpsMind: On-Prem AI for Manufacturing — No Cloud, No API Keys, No Budget

OpsMind: On-Prem AI for Manufacturing — No Cloud, No API Keys, No Budget

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3 min read
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