Every engagement starts the same way: you describe the work. I decompose it into primitives, compose the right agent architecture, build the artifact, test it against your real inputs, and hand you the source. Fixed-price. Scoped on intake. Yours on delivery — no subscription, no retainer, no lock-in.
The shape of the work varies — sometimes it's a Claude skill, sometimes it's a multi-agent pipeline, sometimes it's a RAG chatbot or an MCP server. But the discipline is the same: Find/Build → Dissolve → Map → Upgrade → Repackage → Ship.
We name the deliverables before you authorize payment. If the scope changes mid-build, we name the gap and price it before continuing. No hourly guessing.
Code, configs, prompts, test corpora, documentation — all delivered in editable formats. No platform that locks you in after the build ships.
Every output traces back to a versioned artifact. RAG answers cite source chunks. Skills emit structured outputs. Court-defensible by design.
Your process, captured as a reusable, installable, versioned agent. Runs from Claude Code, Desktop, or API. Yours forever — no subscription.
Worker-observer pairs, helper-runner handoffs, siloed pre-prediction. For workflows where a single agent loses state or hallucinates the middle steps.
Vector-indexed assistant on your real documents. Citation-preserving. Evaluated against your real questions before it goes live.
Your internal stack — Notion, GitHub, wiki, CRM — exposed to Claude as native tools. Stop copy-pasting context into conversations.
Make.com, n8n, or Zapier — production-grade workflows with real error routing, retry logic, and a human queue for failures. AI-aware steps built in.
SaaS, fintech, healthtech, AI/ML, devtools — voice-matched to your brand, citation-anchored, written for readers who notice when the bot wrote it.
These run on separate platforms or serve distinct audiences — but they're built on the same QTB methodology and voice gate.
Rubric-matched grant proposals in 48 hours. Federal RFPs, foundation applications, nonprofit proposals. Separate portfolio — quantumsymbiote.com/grants.
Google Business Profile optimization for HVAC, plumbing, roofing, dental, and other local trades. Separate brand surface — gbppro.com.
Ongoing AI-agent management, monitoring, and improvement for teams who've validated the substrate and want compounding ownership. Monthly cadence.
If you've got a workflow that needs to ship as a system and you're not sure whether it's a skill, an automation, a RAG bot, or a custom MCP — that's normal. A 15-minute scoping call is all it takes. I'll recommend the right engagement and name the price before anything is authorized.