Insights

What we've learned shipping it.

Guides, field notes and a podcast from the work itself: what runs in production, what doesn't, and why.

Guides

In-depth guides to the work we do, from production AI to connecting your systems.

The Operator's BargainThe TGP worldview: don't trust plans from people never paged at 2am. We grade AI work by mergeability not green tests, and we stay for Monday.
Production-Ready AI: What It Means and How to Ship ItProduction-ready AI runs without you. What it means, how to build the workflow, and how to get from pilot to production without it stalling.
How to Choose an AI Implementation PartnerHow to choose an AI implementation partner that actually ships: the four signals that survive the hype, the questions to ask, and how to spot a sales deck.
Agentic AI: How to Build Agents That Run in ProductionWhat agentic AI is, how agents differ from chatbots and copilots, and how to build AI agents that run in production, with guardrails and shadow mode.
Generative Engine Optimisation (GEO): Getting Cited by AIGenerative Engine Optimisation (GEO) is how you get cited by ChatGPT, Perplexity, and Google AI, not just ranked, plus how we built it into this site.
Systems Integration: How to Connect Your Business ToolsWhy your business systems don't talk, what an integration layer is, and how to connect ecommerce, CRM, ERP, and warehousing so data flows automatically.

Field notes

Short notes from real projects: what we saw, what we did, and what changed.

All field notes

Pilot to Production podcast

Every field note as a two-host conversation, hosted by Sam and Maya.