Insights, tutorials, and updates from the Global Quest AI team.
Why I built an AI memory-support app for families facing dementia: memory graphs with pgvector, a family contribution model, and voice-first design.
A walk through a real autonomous delivery pipeline: transcript to PRD to working code, with budget kill switches and a human on the merge button.
When to buy off-the-shelf AI and when to build custom agents — 2026 cost realities, the 80% trap, a 3-question scorecard, and what a 4-week pilot looks like.
What MCP changes for enterprise AI: why tool standardization beats one-off integrations, where security boundaries belong, and a 2-week pilot plan.
Million-token context windows are here, and stuffing them is still a mistake. Lessons from production agents on retrieval, memory, and compaction.
Field-test lessons from building a no-app AR history tour: QR and GPS triggers, Scene Viewer intent URLs, a 40MB-to-21MB model diet, and one COOP/COEP trap.
Realtime voice and vision APIs changed the interface contract. Latency budgets, privacy design, and the business workflows that light up first.
Chatbots can't see what you're stuck on. I shipped VIP, a voice-and-vision Chrome extension, and learned why the browser is where AI help belongs.
LLM demos are easy. Dependable delivery needs a harness: deterministic orchestration, budget caps, verification agents, and human gates. What to ask vendors.
Twelve AI agents, 236 Puppeteer tests, a full-stack Next.js app, zero human coding. What broke, what held, and what I'd change in the harness.
Lessons from running Spark AI: 46 models behind one interface, a weekly-audited model registry, and why assistant builders beat chat windows.
Nine agents, three tiers, 247 cross-checked facts about one Irish village. Why the verification agents — not the writers — do the real work.
How I turned one phone photo into eight AI trading card styles with Gemini Flash, and why free-tier infrastructure math is a real startup advantage.
Twelve iterations of natural-language-to-Cypher over a 174M-node Neo4j graph. What broke, what fixed it, and when graphs beat vector RAG.
Why speech coaching has to land inside a 200ms window — latency budgets, invisible overlay UX, emotion AI, and the design behind Verbal Victory.
Introducing our new platform for founders and businesses looking to leverage AI to build, launch, and scale faster.
AI isn't a threat, it's a powerful tool that, when wielded effectively, can enhance productivity, create new opportunities, and drive growth. A look at the human-AI relationship and how collaboration unlocks real value.