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How I prospect tradespeople with aging websites — and deliver a demo before even contacting them

How I prospect tradespeople with aging websites — and deliver a demo before even contacting them

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2 min read
Building a Plugin-Based Django Architecture with Horilla’s `AppLauncher`

Building a Plugin-Based Django Architecture with Horilla’s `AppLauncher`

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4 min read
I parsed 4,251 SEC 8-K filings — 7.3% have buried material events nobody surfaces

I parsed 4,251 SEC 8-K filings — 7.3% have buried material events nobody surfaces

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4 min read
I Built a Dataclass in 25 Lines of Python. Then I Found Three Bugs.

I Built a Dataclass in 25 Lines of Python. Then I Found Three Bugs.

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4 min read
I spent 3 days scraping a site until I tried LLMs for data extraction

I spent 3 days scraping a site until I tried LLMs for data extraction

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6 min read
Longest Substring Without Repeating Characters — LeetCode #3 (Medium)

Longest Substring Without Repeating Characters — LeetCode #3 (Medium)

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3 min read
Stop Passing Entire Chat Histories to AI Agents

Stop Passing Entire Chat Histories to AI Agents

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4 min read
App Mode Launcher - From a Simple Launcher to an Intelligent Workspace Manager

GitHub “Finish-Up-A-Thon” Challenge Submission

App Mode Launcher - From a Simple Launcher to an Intelligent Workspace Manager

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3 min read
Why the Variable Name Is the Most Important Feature in Secrets Detection

Why the Variable Name Is the Most Important Feature in Secrets Detection

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8 min read
The 26-Dimensional Feature Vector: How a Machine Learns to Recognise a Secret

The 26-Dimensional Feature Vector: How a Machine Learns to Recognise a Secret

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9 min read
Python logging trap: The Log Line That Tells You Nothing

Python logging trap: The Log Line That Tells You Nothing

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2 min read
I Turned Three 3D Printing Tools Into One — CLI & Web, Both Work

I Turned Three 3D Printing Tools Into One — CLI & Web, Both Work

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3 min read
Three lessons from building open-source AI trading agents on Hyperliquid

Three lessons from building open-source AI trading agents on Hyperliquid

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8 min read
Anthropic Batch API for Asynchronous Multi-Tenant AI Processing: Cutting Claude Costs by 50% Without Sacrificing Feature Responsiveness

Anthropic Batch API for Asynchronous Multi-Tenant AI Processing: Cutting Claude Costs by 50% Without Sacrificing Feature Responsiveness

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4 min read
I built an independent search engine—and the results were interesting

I built an independent search engine—and the results were interesting

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2 min read
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