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Get practical notes and implementation updates without the noise.

Blog

AI Tools & Infrastructure for Developers

Compare AI infrastructure options and build production AI tools: self-hosted models vs API providers, LLM inference engines, OCR, vector sync, and MCP integrations.

0 Articles

6 months ago

Framework to build demos showing customer journeys, AI workflows, data ownership, admin views and analytics

Software Demo: 6 Layers to Prove Your System Works

Learn how to build a credible software demo that proves your system works by showing the journey, AI logic, data ownership, analytics, and architecture now.

12 days ago

How content operations, knowledge capture, governance and AI turn CMS investments into repeatable commercial results

7 Reasons Mid-Market B2B Needs a Content Operating System

Learn why a content operating system—not just a better CMS—helps mid-market B2B teams capture expertise, speed production, enforce governance, and scale…

14 days ago

A practical system to convert expert interviews, case evidence, and AI-assisted drafting into search-ready B2B content.

B2B Content Strategy: Turn Decades of Expertise Into Traffic

Learn a repeatable B2B content strategy to convert decades of technical expertise into search-ready articles, FAQs, and case studies that drive qualified leads.

16 days ago

Use @n8n/cli with Claude Code agents to pull workflow JSON, script safe edits, validate graphs, and debug executions…

Master n8n CLI: Debug and Edit Workflows Without UI

Stop clicking the canvas—use n8n CLI with Claude Code to pull workflow JSON, script safe edits, validate node graphs, and debug failures using execution…

17 days ago

Turn a cheap Bluetooth mini keyboard into a one-touch AI shortcut pad using Karabiner-Elements—device-scoped remaps…

Build a €25 AI Shortcut Keyboard for Mac (Karabiner)

Create an AI shortcut keyboard for Mac with Karabiner and a €25 mini Bluetooth pad; remap keys per device for one-tap dictation, Cursor, Claude and Codex.

23 days ago

Move builds to a cloud VPS and use a $25 Quadro P620 to drive 4+ monitors for efficient AI coding

Remote Development Workstation: Build a Thin-Client PC

Build a remote development workstation: move builds to a cloud VPS and turn a cheap PC plus a $25 Quadro P620 into a 4+ monitor AI coding setup. Fast.

24 days ago

How architects and technical leads define data, access, workflows and failure behaviour before AI builds code.

AI-Assisted Development: Architecture That Protects Value

AI-assisted development speeds implementation, but the real benefit comes when senior leads define source-of-truth, access control, workflows and failure…

about 1 month ago

Step-by-step guide to locate Claude Code .jsonl sessions, parse transcripts with Python, and export readable Markdown.

Export Claude Code Session to Markdown: Recover Plans

Recover lost plans by exporting a Claude Code session to Markdown: find the .jsonl file, run a Python exporter or use /export, and search the transcript.

about 2 months ago

Diagnose why chatbots underperform for lead generation and implement CRM sync, scoring, routing, and SLA-driven…

Why Chatbot Lead Generation Fails — 5 System Fixes

Learn why chatbot lead generation fails and how to fix it: short qualification, CRM sync, confidence scoring, calendar handoffs, and SLA triggers to save leads.

5 months ago

Compare costs, compliance, and hybrid serverless GPU options to pick the right AI infrastructure for your business

Self-Hosted AI vs API Providers: Decision Framework

Self-hosted AI vs API providers: a practical framework to weigh cost, compliance, and ops risk so you can pick the right infrastructure and avoid costly…

6 months ago

Step-by-step Ollama setup for GLM-OCR on macOS — pull the model, set num_ctx=16384, and run a local OpenAI‑compatible…

Ultimate Guide: Run GLM-OCR Locally on MacBook Fast

Run GLM-OCR locally on your MacBook with Ollama—install, pull the 0.9B model, set num_ctx=16384 to avoid crashes, and run a local OpenAI‑compatible OCR API in…

6 months ago

Benchmark-backed guide comparing vLLM, Ollama, and TGI — throughput, concurrency, scaling, and observability to choose…

LLM Inference Engine Showdown: vLLM vs Ollama vs TGI

Decide the best LLM inference engine for your deployment with benchmarked throughput, latency, and scaling guidance—clear recommendations for vLLM, Ollama…

6 months ago