What a GEO Consultant Actually Does
GEO consulting is a title with no shared job description yet. Here's what the work actually is, based on running these engagements myself.
Building with AI Agents
Posts
439 posts on growth, marketing, sales, processes, business, SEO, GEO, and AI agents — written from the operator's seat.
Prompt Injection Defense for Production AI Agents
Prompt injection isn't a theoretical CTF exercise once your agents read Facebook comments, emails, and webhook payloads.
Context Engineering: What Goes in the Context Window
Prompt engineering asks how to phrase a request. Context engineering asks what the agent needs to know. Here's the budget I run across 30+ production agents
Best AI Agents for Small Business: What I'd Buy in 2026
A practitioner's buyer's guide to AI agents for small business — the three real tiers (off-the-shelf, DIY, custom), a 5-point rubric for evaluating any tool
Best WordPress Multi-Vendor Plugins in 2026
Eight WordPress multi-vendor marketplace plugins compared for 2026 — Booknetic SaaS, Dokan, WCFM, HivePress, WooCommerce Product Vendors, WC Vendors
Context Engineering: How I Use It to Build AI Agents
Context engineering is the discipline that replaced prompt engineering for serious agent work. Here's how I structure context windows across 30+ production…
SaaS Metrics Every Founder Should Track in 2026
A practitioner's guide to the SaaS metrics that actually matter in years one and two — MRR, churn, CAC, LTV, and the ratios that tell you whether your…
Human-in-the-Loop AI Agents: When to Add an Approval Gate
Updated for 2026. The decision framework I use to decide when a production AI agent needs a human approval step — and when adding one silently kills adoption.
Claude Tool Use: Giving AI Agents Real Capabilities
Claude tool use lets your agent take actions beyond text generation. The TypeScript pattern I use across 15+ production agents on Cloudflare Workers
How Search Engines Actually Evaluate Content Quality in 2026
Real numbers from running 384 posts across 13 languages: what site-level depth, trust signals, and consistency actually mean once you stop treating quality as…
Claude vs ChatGPT for Business: An Operator's Take
I run 30+ production agents on Claude. Here's my honest comparison of Claude vs ChatGPT for business — where each wins, where each breaks
GEO for Solo Operators: Getting Cited by AI Search
GEO advice is usually written for a marketing team. Here's the version for solo operators and indie founders — what to do first when you have an hour a week