i'm michael callow, a founder-builder from bozeman, montana, now at claremont mckenna studying economics and the financial economics sequence after freshman year at cu boulder's leeds school of business. i'm drawn to ai context infrastructure, markets and trading systems, debate-quality reasoning, and products that turn messy real-world workflows into useful software.
i grew up in bozeman and went to bozeman high school, where speech and debate made argument quality feel like a real craft instead of a school exercise.
soccer, singing, and public speaking all ended up training the same muscle for me: stay composed, listen closely, and make the next move feel natural.
i started college at cu boulder's leeds school of business, then moved to claremont mckenna for economics and the financial economics sequence.
openai devday pulled a lot of the thread together for me: agents, context, tools, and the question of what actually becomes useful when models can work inside real workflows.
most of what i build now sits around private ai context, prediction and market systems, reusable agent workflows, and small products that expose whether an idea survives production.
2026
LK Integrate is my main product: a private context layer that syncs local files, indexes them into a retrievable workspace, exposes account-aware context to dashboards and agents, and now makes the public site show the full product surface behind the landing page.
There’s No Chance is a live prediction-market product built around public browsing, institution-gated participation, Venmo wallet funding, market research automation, review flows, resolution operations, and a cleaner shared runtime after the June 2026 consolidation pass.
Remember is a consumer audio journaling app around voice prompts, guided life-story capture, family circles, and a searchable home for people, places, routines, milestones, and lessons.
Intent Verification Gate saves the raw request, an intent estimate, a change manifest, verification evidence, and review artifacts so coding-agent work can be audited instead of accepted from vibes.
The Agentic SaaS Factory is a control-plane workflow that assigns owner loops for market scouting, competitor research, product building, launch growth, outreach, analytics, sales, and production safety.
a local-services pilot offer for rescuing missed inbound leads and routing follow-up.
factory table listed the offer as public pilot with live homepage, CRM rows, and outreach experiments.
Repo clean at `2600a94`; production deploy `moneyyyyy-mvwyh085d` Ready and aliased; homepage HTTP 200; local automation can load the Resend sender key from macOS Keychain; CRM has 355 rows; central optimizer mirrors pros
a preview tool for turning receivables rows into practical invoice follow-up drafts.
the live app parsed sample rows, rendered a draft, and had no desktop or mobile overflow in factory notes.
Repo clean at `ec0aa55`; production deploy `invoice-chase-desk-ho0z7oosw` Ready; live `/app` parses 4 sample rows, renders a draft, and has no desktop/mobile overflow
Bounty Task Factory coordinates source scouting, opportunity scoring, execution, subagent operations, and quality gates for fixed-scope external tasks.
a work packet pattern for turning issue-like bounty tasks into reviewed pull requests.
added so future public bounty work has an obvious update target.
Limitless Consulting Group is a polished public consulting surface shaped around ai workflow implementation, process clarity, and a direct consultation path.
Michael's Bit Bot is the trading-system track: less about a public launch claim and more about building a careful loop for signals, decisions, risk controls, and evidence.
michaelcallow.com is the public portfolio surface for the work: a fast Next.js site with responsive project rows, keyboard-friendly details, live links, and timeline evidence for products such as LK Integrate and There’s No Chance.