// ai / ml · design engineering

the hot path

taste is the actual stack.

// design engineer · ai workflows · creative technologist

$

or press cmd+k, the nav is the demo.

building in public/instagram // 700+ in 2 weeks/github // 5 repos in the open/currently building // a youtube agent/stack // next.js · the anthropic api/taste is the actual stack/building in public/instagram // 700+ in 2 weeks/github // 5 repos in the open/currently building // a youtube agent/stack // next.js · the anthropic api/taste is the actual stack/

$ cd /work

things that ship

// not "i can code." plenty of people can. this is what it looks like to take an idea all the way to shipped.

// 01 / shipped

the carousel engine

every post on the channel, from one terminal command. no canva.

the problem
making on-brand carousels by hand is slow and drifts off-brand the moment you're tired. i post a lot. doing it in canva was never going to scale, and it never looked like mine.
the agent approach
i built a render pipeline, not a one-off script. it researches what's trending in ai, hands me three prompt directions, and once i pick one it curates a full carousel in about ten seconds. a single brand-token file is the source of truth, so every slide stays on-brand. i drove it the way i drive every build: constraints first so nothing ships generic, plan before code, then a design pass that kills anything beige.
the result
three prompts in, a finished terminal-aesthetic carousel out in ten seconds, all on less than five dollars of tokens a year. it's the system behind every post on @thehotpath. and because i pick the prompt, it curates toward my taste over time instead of automating me out of the loop.
the wait-this-works moment
the part i'm proudest of: it never posts for me. it researches, it offers, i choose. the agent makes me faster; the taste stays mine. same idea as reins, just pointed at a feed.
node · playwright · design tokens · ai-assistedsee it on @thehotpath
// 02 / shipped

reins

an open-source agent framework that asks permission before it acts.

the problem
most agents act first and apologize later. that's fine for a typo, not for your money, your name, or your work.
the agent approach
a small framework where the agent proposes and explains every consequential step, then waits at a gate for a human to approve, edit, reject, or ask why. every decision lands in a ledger the human owns. grounded in one belief: keep people in command.
the result
runs on a plain git clone, no dependencies, no api key. readable in one sitting, tested, mit licensed.
the wait-this-works moment
watching the agent draft the whole plan, then stop and hand the consequential calls back to me. that's the point.
python · mit · zero depsgithub
// 03 / in the log

thehotpath.dev

the site you're on, built full-stack by directing an agent.

// 04 / in the log

news topic classification

an nlp model that sorts news articles by what they're actually about.

// 05 / in the log

bank churn neural network

a neural net that flags which customers are about to walk.

// 06 / in the log

leetcode, by pattern

interview problems solved and explained, organized by the pattern that transfers.

$ open /the-feed

the feed

// building in public, frame by frame. @thehotpath →

a frame from @thehotpatha frame from @thehotpatha frame from @thehotpatha frame from @thehotpath
jazzelle bustos

$ whoami

jazzelle bustos

self-taught creative technologist and design engineer in denver. i direct ai agents to ship real product, the long way around. art and tech, then data and machine learning, now design engineering with ai. i want people to see ai as a tool, not a threat.

$ cd /shelf

things you can take

// free, for an email. the tools and templates i actually use. no course, no funnel, just the goods.

/shelf

the carousel engine

the system behind every post on @thehotpath. terminal-aesthetic carousels from one command. no canva.

$
/shelf

the ai-build starter

my CLAUDE.md template: tokens, refusals, the no-list. drop it in any repo and the agent stops shipping generic. the no-list is the taste.

$
/shelf

the prompt pack

the brand-film and build prompts i actually run. curated, not a dump. free prompts on my page, no course, no funnel.

$

$ git log

in the open

// live from github, refreshed hourly. a curated few, not a dump.

$ ./ask-the-path

ask the path

// a little agent that knows her work, her builds, her stack. grounded in the real thing. it refuses to make things up.

ask the path

// an agent that knows her work. it won't lie to you, and it won't pretend to like you either.

$
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repos in the open
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field notes
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on instagram, in 2 weeks