AI Solutions Architect & Builder. Founder of Elite AI Holdings. I design AI products and direct AI coding agents to build them. I keep the architecture, the review, the security and the decision to ship.
Before AI, I founded and ran Berylus LLC (2011–present), a real estate and hospitality company, as CEO, COO and CFO, growing it to $1.5M in annual revenue and more than $8M in total revenue across property management, leasing, vacation rentals and renovations. In 2026 I automated nearly all of its daily operations, then turned that automation into software at Elite AI Holdings: a portfolio of AI products across hospitality, health, marketing and developer tools.
| Tool | What it does | Try it |
|---|---|---|
| bugclass-detectors | Static checks for the silent-failure bugs AI-generated code keeps reintroducing: swallowed write exceptions, undefined names on rare paths, inline secrets, fail-open flags, secrets captured once. | pipx install git+https://github.com/iskra-astudillo/bugclass-detectors |
| answerbeacon-check | See what AI search tools can read on a page, with the evidence and a copy-paste fix for every miss. CLI and MCP server. | pipx install git+https://github.com/iskra-astudillo/answerbeacon-check |
| rulesmith | Write AI coding rules once; generate CLAUDE.md, AGENTS.md, .cursorrules, .clinerules and CONVENTIONS.md, and fail CI on drift. |
pipx install git+https://github.com/iskra-astudillo/rulesmith |
All three are MIT-licensed, pure Python standard library, and run offline except for the page fetch in answerbeacon-check.
Product source is private; these repos document the problem, the design and the engineering decisions.
| Product | Problem → what it does |
|---|---|
| Governed AI agents · eliteagenticsolutions.com | Agents near money, customers or data need answers to "what did it do, was it allowed, who signed off". Per-action permissions, human approval for anything irreversible, a hash-chained audit trail. |
| MakeMyContent Clips · clipwright.eliteaiempire.com | Clipping tools push the rights risk onto users. This one refuses every job until a licence route is verified, then produces captioned vertical clips with explainable moment selection. |
| CoHostBnB · cohostbnb.xyz | Short-term rental operations split across tools, and unreviewed AI replies to guests. One workspace for guests, rooms and maintenance, with AI drafts a person approves. |
| PhotoSafe · photosafe.eliteaiempire.com | Private photo backup with encryption on the device, flat pricing and one-click export. |
- Agents write most of the code; I write the brief, the guards and the acceptance tests. Architecture, review and the release decision stay with me.
- A check is trusted only after it has been shown to fail on a planted bad case.
- Secrets never enter a repository. Everything public is published from a fresh history after a secret scan.
Python · TypeScript · Docker · Claude Code · Codex · MCP · static analysis · self-hosted git and CI
- What we build: eliteaiempire.com/companies
- LinkedIn: linkedin.com/in/iskra-astudillo-7b76463