Journal Archive

Selected Insights

Internal documentation, performance reports, and architectural decisions from the studio.

01

Sustainable AI Costs | Long-Term Management Guide

Keep AI system costs sustainable long-term. Strategies for token optimisation, model selection, caching, and architecture decisions that control costs.

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Sept 2026
AI & Automation
02

AI Regulation UK: What Businesses Must Prepare For

UK data protection changes, EU AI Act scope and timelines, and practical checks for business AI systems. Legal sources reviewed September 2026.

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Sept 2026
B2B Operations
03

Portable AI Architectures | Design Guide

Design AI systems that aren't locked to one provider. Architecture patterns for model portability, data portability, and infrastructure independence.

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Sept 2026
AI & Automation
04

Avoiding AI Vendor Lock-In | Strategy Guide

Avoid AI vendor lock-in with portable architectures, abstraction layers, and multi-provider strategies. Keep your options open as the AI market evolves.

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Sept 2026
AI & Automation
05

Building AI Systems That Survive Model Upgrades

Build AI systems that handle model upgrades smoothly. Architecture patterns for model-agnostic design, testing strategies, and safe rollout approaches.

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Sept 2026
AI & Automation
06

LLM Provider Comparison: OpenAI vs Anthropic vs Google

Compare business LLM providers using task evaluations, model-specific costs, data terms and lifecycle requirements. OpenAI, Anthropic, Google and open weights.

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Sept 2026
AI & Automation
07

Nobody Answers The Phone

Solo or two person firm. Phone is the business. Missed call text vs a human bureau vs a voice bot, and when AI voice is a bad idea.

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Sept 2026
AI & Automation
08

Vector Database Comparison: Choosing the Right One

Compare vector databases for your AI system: Pinecone, Weaviate, Qdrant, Chroma, pgvector. Pricing, performance, and when each option fits.

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Sept 2026
AI & Automation
09

Cloudflare Workers vs AWS Lambda: Edge Computing Compared

Cloudflare Workers vs AWS Lambda: latency, pricing, cold starts, ecosystem. Which serverless platform fits your B2B application? Detailed comparison.

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Sept 2026
Website Performance & Ops
010

Customers Asking Where Their Job Is

Any news texts all day. Three statuses are enough: booked, on the way, done. You should not be the status page.

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Sept 2026
AI & Automation
011

Customers Contact You Everywhere

Email, then WhatsApp, then Facebook. Three half conversations. One list so you reply once.

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Sept 2026
AI & Automation
012

n8n vs Make vs Zapier | Automation Comparison 2026

n8n vs Make vs Zapier compared for B2B automation. Pricing, complexity handling, self-hosting options, and when each platform is the right choice.

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Sept 2026
AI & Automation