Building AI Products from Scratch: The Equity Partnership Model
Learn how equity partnerships work when building AI products from scratch — no fixed package, considered case by case. Parkk Technology breaks down the…
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From the workbenchBlog
A running log from the bench — drones, boards, benchmarks, and whatever's in front of me this week.
AI Integration for Existing Businesses: Win Without Rebuilding
Most businesses don't need to rebuild to compete with AI. Learn why an integration-first strategy delivers faster ROI than greenfield replacement — and how…
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YOLOv8 on Jetson Orin Nano: TensorRT, INT8 and Real FPS
How to run YOLOv8 on Jetson Orin Nano: train, export a TensorRT FP16 or INT8 engine, read published FPS benchmarks, and set power modes…
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4 Layer vs 6 Layer PCB: Controlled Impedance Stackups in KiCad
4 layer vs 6 layer PCB for controlled impedance: JLCPCB stackups, reference planes, 50-ohm microstrip and GCPW, via stitching in KiCad, and when 6…
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KiCad BOM and CPL for JLCPCB: Export Files That Pass Review
KiCad BOM and CPL for JLCPCB, done right: Gerber and drill settings, exact BOM and CPL columns, LCSC part numbers, rotation offsets and a…
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KiCad BOM Generator Script With Live Stock Checks
A KiCad BOM generator script: export with kicad-cli, check DigiKey and Mouser stock and lead time per MPN, and block the order when any…
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Magento 2 Speed Optimization Guide: Speed Up Magento in 2026
How to improve Magento 2 performance in 2026: Varnish configuration, Redis vs Valkey, OpenSearch, Hyvä vs Luma, Core Web Vitals, checkout speed and a…
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Claude Code Dead Code Cleanup: The Shrinkage Plugin
Claude Code dead code piles up when agents add instead of reuse. Shrinkage maps your repo, gates new code and removes dead code in…
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Magento Personalization Extension: Per-Shopper Product Ranking
A Magento personalization extension that ranks products per shopper from purchases, searches and filters: boosts never filters, zero extra SQL, Varnish-safe and proven by…
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PCB Component Placement Guidelines From the Netlist Graph
PCB component placement guidelines from the netlist graph: minimize weighted wirelength, keep decaps on their IC, and try the free fluxplace KiCad plugin.
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