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Why I Bypassed Pandas to Process 10M Records in 0.35s Using Raw C and SIMD

Why I Bypassed Pandas to Process 10M Records in 0.35s Using Raw C and SIMD

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2 min read
Temporal Inversion for MiroFish: Bayesian DAG Reversal in ~46ms (0 LLM calls)

Temporal Inversion for MiroFish: Bayesian DAG Reversal in ~46ms (0 LLM calls)

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1 min read
37 Alembic Migrations, Zero Downtime: How We Moved a Live SaaS From Single-Tenant to Multi-Tenant

37 Alembic Migrations, Zero Downtime: How We Moved a Live SaaS From Single-Tenant to Multi-Tenant

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6 min read
How I Got Free User Research by Scraping 2,000 Reddit Posts Before Building

How I Got Free User Research by Scraping 2,000 Reddit Posts Before Building

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4 min read
Learning a new skill

Learning a new skill

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1 min read
AWS CDK Constructs Explained: L1, L2, and L3 with Python

AWS CDK Constructs Explained: L1, L2, and L3 with Python

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6 min read
Revolut Trained an AI on 40 Billion Banking Events. The Results Are Wild.

Revolut Trained an AI on 40 Billion Banking Events. The Results Are Wild.

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2 min read
Server-Side PDF Encryption with pikepdf in a Next.js App (No qpdf Required)

Server-Side PDF Encryption with pikepdf in a Next.js App (No qpdf Required)

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5 min read
Python 3 & Security: A Deep-Dive Tutorial

Python 3 & Security: A Deep-Dive Tutorial

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43 min read
Avoiding empty strings in non-nullable Django string-based model fields

Avoiding empty strings in non-nullable Django string-based model fields

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13 min read
From CrewAI to Java: Multi-Agent Orchestration Without Python

From CrewAI to Java: Multi-Agent Orchestration Without Python

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5 min read
I shipped OpenGates: a Python runtime for filtering inbound through conversation

I shipped OpenGates: a Python runtime for filtering inbound through conversation

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1 min read
How I Built Identity-as-a-Service for AI Agents

How I Built Identity-as-a-Service for AI Agents

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5 min read
AsyncIO Best Practices for Production AI Systems

AsyncIO Best Practices for Production AI Systems

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6 min read
I Scanned 12,000 Prediction Markets in 8 Seconds — Here Are the Results

I Scanned 12,000 Prediction Markets in 8 Seconds — Here Are the Results

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2 min read
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