Stop Relying on AI. Learn The Algorithm First.
AI can perfectly code your lexical search feature. It can’t tell you whether the algorithm is producing the results your users actually need.
Sep 29, 202616 min read2
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#python
Articles tagged with #python
How Rotating Residential Proxies Work: Per-Request vs Sticky vs Timed
Rotating residential proxies change exit IPs three ways — per-request, sticky, or timed. Not one setting. I logged real exit IPs to show how each mode actually behaves.
Jul 30, 202616 min readReducing MCP Response Sizes for LLM Context Limits
How to measure per-tool MCP token cost, cut the MCP menu tax, and enforce a hard budget on any MCP server — with under 2% added latency.
Jun 25, 202627 min read1
Stop Paying the JSON Tax. Build Faster Data Pipelines in Python with Apache Arrow.
Traditional JSON pipelines waste time and memory. Here’s how Apache Arrow’s columnar format makes high throughput pipelines possible.
Jun 19, 202623 min read2
I Built a Self-Hosted Google Trends Alternative with DuckDB
TL;DR: Track SERP rankings, title changes, and competitor data Google Trends won’t show. Built with Python, DuckDB, and a CLI-first approach. Google Trends will tell you if people are searching for “r
Jun 18, 202625 min read4
The Practical Limits of DuckDB on Commodity Hardware
Finding the UX ceiling of local analytics on low-end hardware with a 50M row benchmark.
Jun 18, 202620 min read6