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I Ran DeepSeek V3.1 and V4 on Real Client Work — Here's the Bill

I Ran DeepSeek V3.1 and V4 on Real Client Work — Here's the Bill

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10 min read
My .gitignore Had a Blanket Rule. One File Broke It, and No Pattern Would Have Caught That.

My .gitignore Had a Blanket Rule. One File Broke It, and No Pattern Would Have Caught That.

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4 min read
#01 – The Blueprint of Everything: Classes & Objects in Python

#01 – The Blueprint of Everything: Classes & Objects in Python

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5 min read
Building a Document Intelligence Pipeline (Or: 80% of Your Data Is in PDFs)

Building a Document Intelligence Pipeline (Or: 80% of Your Data Is in PDFs)

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3 min read
Un raccourci clavier global sur Windows, c'est pas juste un if keydown

Un raccourci clavier global sur Windows, c'est pas juste un if keydown

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6 min read
Agent sandboxing will be the default by mid-2027, and most teams aren't ready

Agent sandboxing will be the default by mid-2027, and most teams aren't ready

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3 min read
AI Agents That Live Inside a Dreamed-Up World

AI Agents That Live Inside a Dreamed-Up World

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4 min read
AI Observability for Lovable Apps: Monitor, Test, and Improve Prompts with Currai

AI Observability for Lovable Apps: Monitor, Test, and Improve Prompts with Currai

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3 min read
Postmortem: Silent Data Loss in an In-Process Vector Store, and the Case for Durable Execution

Postmortem: Silent Data Loss in an In-Process Vector Store, and the Case for Durable Execution

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9 min read
The Door I Forgot to Lock, How One Missing Check Nearly Exposed Every Resume in My App

The Door I Forgot to Lock, How One Missing Check Nearly Exposed Every Resume in My App

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5 min read
My Publishing Log Claims Every Post Is "Distinct." I Never Checked If Readers Agree.

My Publishing Log Claims Every Post Is "Distinct." I Never Checked If Readers Agree.

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4 min read
[AI] Practical QLoRA Fine-tuning: Axolotl & Unsloth | SLM Playbook

[AI] Practical QLoRA Fine-tuning: Axolotl & Unsloth | SLM Playbook

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6 min read
How a Weekend Python Script Saved a CA Firm 209 Hours During ITR Season

How a Weekend Python Script Saved a CA Firm 209 Hours During ITR Season

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5 min read
Addressing Post-Release Challenges in Python Application Distribution: Packaging, Updates, and Support Solutions

Addressing Post-Release Challenges in Python Application Distribution: Packaging, Updates, and Support Solutions

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13 min read
The empty-database problem: realistic test data in one command

The empty-database problem: realistic test data in one command

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2 min read
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