Solo founder & CTO, SFX Tech Innovation. I build agentic systems (software that runs multi-step tasks on its own), custom software, and AI agents, end to end.

I'm an AI automation engineer who ships: discovery, build, hardening so it holds up under real use (rate limits, retries, evals), and measurable ROI. Self-taught and production-focused across Claude, agents, RAG, MCP, and local LLMs. After years inside enterprise IT, I learned the real leverage was never in keeping the machine alive, it was in building one that runs itself. So now I build the automations and AI agents that take the repetitive work off business owners' plates and give them their time and value back.

jessejolly.com · simplefixai.com · coachfile.app · sfxtechinnovation.com · LinkedIn

Agentic Harness »: the operating system I wrap around coding agents to ship and maintain production software, so AI coding tools stay accurate and safe to release. Context as code, decision discipline, orchestrated sub-agents, and verification gates. Open-source templates, principles, and patterns. The products below are private; the way I build them is public.

• SimpleFix AI™: AI-powered, fully-offline Windows repair that diagnoses, fixes, explains, and undoes, with a patent-pending safety design. Live at simplefixai.com.
• CoachFile: a private client-memory system for coaches. Turns scattered notes into organized client timelines, with AI extraction that cites its sources and never invents. Live at coachfile.app.

• SFX Lead Intelligence Command Center: a local-LLM command center, a private AI workspace that searches across all my projects and scores incoming sales leads, running on my own hardware. A semantic hub over 16 projects (30k+ chunks) with a knowledge graph and an MCP server, plus a lead dashboard with 9 AI routes. Quality lifted 61% to 99% by a ground-truth eval harness.
• Local Transcriber: turns audio and video of any length into text on your own machine, using Whisper. No cloud, no cap, no paywall.

• n8n-selfhost-k8s: self-host n8n on Docker Compose or Kubernetes (queue mode, autoscaling workers, Redis, Postgres), with an AI email-triage example that runs on a local model behind safety guardrails.
• lead-engine-k8s: a real weekly lead-gen pipeline (scrape, enrich, score, notify) packaged as a container and scheduled with Kubernetes CronJobs, with a zero-spend dry run so anyone can try it.

• A medical practice's operations command center: bank sync, receipt-photo vision capture, daily briefings, automated monthly financial reports, and an AI assistant agent.
• A bestselling coach's growth stack: an AI email assistant (classify, branded replies, action summaries), a batch processor, a booking-integrated agent, and a content engine (one transcript becomes posts, clips, quote cards, and carousels).
• Multi-vertical lead generation across 40+ Southwest-Florida verticals (industries): scrape, Claude scoring, outreach, plus a client-discovery pipeline that briefs a prospect on demand.

• Modernized a Florida law firm's website (real estate, probate, title) from an abandoned WordPress install into a fast, modern Next.js site.

AI: Claude (Anthropic SDK), Model Context Protocol (MCP), RAG, multi-agent orchestration, local LLMs (Ollama), prompt + eval engineering Automation: n8n, REST APIs, webhooks, OAuth 2.0, Apify, Firecrawl Build: TypeScript · Python · Rust · PowerShell · SQL · React · Next.js · Tauri · Electron · Supabase · Cloudflare Workers Cloud / Infra: Microsoft Azure / Entra ID · Microsoft 365 · GitHub Actions · ITIL 4

SFX Tech Innovation LLC. Building with AI, in AI, and the systems around AI. jessejolly.com.