Auto Alpha AdvisoryAI implementation, written down in plain terms.
Build logs from real projects, working notes on generative engine optimisation, and honest takes on what actually ships. The same discipline we sell — set out in the open.
How AI Decides Which South African Businesses to RecommendI analysed 600+ real AI answers from ChatGPT, Claude, Perplexity and Gemini across three SA industries. Seven rules decide which businesses AI recommends.Read the post
- What AI Really Costs a South African Business in 2026What does AI actually cost an SA business — and how do you know if it's worth it? Real ZAR price ranges, the ROI formula I use, and where the spend goes wrong.
- What Building a 15-Module AI Due Diligence Engine Taught Me About Production AgentsThree engineering decisions that turned a slow analyst-replacement prototype into a 5–8 minute production system that survives 114 tests and 11 live runs across equity and crypto. With the lessons that apply to any AI build.
- Why Most AI Projects Stall Before They ShipFour patterns that kill AI projects between proof-of-concept and production — and the stage-gate delivery model that fixes each one. Written for SA founders who've already paid for an AI tool and aren't sure what they got.
- What Does a Website Cost in Cape Town? (2026 Numbers)A real breakdown of website pricing in Cape Town — from R3,000 freelancers to R50,000+ agencies. What you're actually paying for, what's overpriced, and how to decide.
- Why Your Website Might Be Invisible to AI SearchGoogle AI Overviews now appear in more than half of all searches. If your content isn't structured for AI engines, a growing share of potential customers will never see you. Here's what to do about it.
- The 5 AI Automations Every Business Should Set Up This WeekFive practical AI automations any business can set up this week — with specific tools, honest time estimates, and realistic cost breakdowns.
- GEO: Why AI Search Is Making Your Website Invisible (and How to Fix It)Generative Engine Optimisation is how businesses get cited by AI search. Most websites aren't ready. Here's what to do about it.
- The CRAFT Prompting Framework: 5 Elements That Turn Vague Questions into Expert-Level AI OutputsMost people get mediocre results from AI because they ask mediocre questions. The CRAFT framework — Context, Role, Action, Format, Tone — is the simplest fix I know.
- Building AI Agents That Actually Know YouA build log of creating a multi-agent AI platform with shared knowledge, persistent memory, proactive coaching cycles, and real-time voice — and what it taught me about building agents for businesses.
- Why Your AI Consultant Should Write CodeStrategy decks don't ship products. If your AI advisor can't build what they're recommending, you're paying for opinions — not outcomes.
- Replacing 1–2 Hours of Daily Work with a $12/Month AI PipelineHow I built an automated portfolio intelligence bot that scans 80+ crypto assets daily, filters the noise with LLM scoring, and delivers a Bloomberg-style briefing — for less than the cost of a sandwich.
- From ChatGPT to Custom AI Agents: What's Actually Worth BuildingThere's a spectrum between using ChatGPT and building a custom AI agent. Here's how to figure out where your business should sit on it.
- The Real Cost of Ignoring AI in 2026AI isn't coming — it's here. The businesses that wait aren't standing still. They're falling behind. Here's what that actually looks like in practice.
- AI Readiness Audits: What They Are and Why Every Business Needs OneBefore you spend a cent on AI tools, you need to know where AI actually fits in your business. That's what a readiness audit tells you.
- How I Built a Crypto Trading Bot Using AI ToolsA build log of shipping a production trading bot using Claude, Python, and a handful of APIs — from idea to live trades in under three weeks.
- 5 Signs Your Business Is Ready for AINot every business is ready for AI — and that's fine. Here are five honest signals that you're in a position to get real value from it.
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