An AI stack is the set of tools you wire together to ship one specific outcome — a faceless YouTube channel, a full-stack web app, a cold outbound system. The stack is the combination, not any single tool. Picking a tested stack beats picking one shiny tool because the integrations and prompts are already worked out.
That's why aistack.sh is useful. It catalogues 42 stacks across 51 tools, sorted by who you are and what you're trying to ship. Every entry tells you the tools, the per-tool cost, the difficulty, and what the stack actually produces. You can also compare up to four stacks side-by-side on cost, included tools, and difficulty before committing.
aistack.sh tags every stack by role. Filtering by yours cuts the 42 catalog down to a workable shortlist in one click. Below are the four lanes and the one stack we'd start with in each.
Stacks for coding agents, code review, doc generation, and full-stack scaffolding. Cursor, Lovable, CodeRabbit, Claude land here.
e.g. Ship a full-stack app: Lovable + Supabase + Stripe.
See 16 stacks for developersStacks for faceless YouTube, podcasting, blog automation, and short-form. ElevenLabs, Midjourney, Beehiiv show up across most.
e.g. Faceless YouTube channel: script → voiceover → b-roll → edit, automated end-to-end.
See 21 stacks for content creatorsStacks for the boring operating work: meeting notes, doc systems, lightweight CRMs, recurring research. Claude is the workhorse.
e.g. Weekly competitive intel: research + summary + Slack post, on a cron.
See 14 stacks for founders & operatorsStacks for cold outbound, content engines, paid social creative, and SEO. Heavy on integration recipes, not single tools.
e.g. Cold outbound system: leads → enrichment → personalized email → reply triage.
See 16 stacks for solo marketersThese three show up across the most "what should I build first" conversations we have. Each one is a real combination — not a tool list — that ships an outcome you can show in a week.
Working full-stack web app with auth, DB, and payments in a weekend.
See this stack on aistack.shEnd-to-end pipeline: script, voiceover, b-roll selection, edit, thumbnail.
See this stack on aistack.shLead enrichment + personalized first-touch + reply triage on autopilot.
See this stack on aistack.shFive questions to run any candidate stack through. Catalogued stacks like the ones on aistack.sh already answer most of these for you — but knowing the criteria means you can also evaluate a stack a friend recommends, or one you'd assemble yourself.
Don't shop tools. Pick what you want to ship in 14 days — a podcast pipeline, an outbound system, a SaaS MVP. The outcome narrows the stack to a handful of candidates instantly.
For a solo operator, $50-150/month total across 3-5 tools is enough to ship most stacks. If your shortlist runs over, you're either over-tooling or you picked the wrong outcome.
A beginner stack you finish beats an intermediate stack you don't. Filter for difficulty that matches your current ceiling, not the one you wish you had.
Tools in a stack only matter if they connect. The strongest stacks lean on tools with clean APIs or native integrations. Beware any stack where the connection is 'copy-paste between tabs.'
A stack where every tool has a clean cancel path is a low-regret stack. If even one tool requires emailing support to cancel, it's a tax on the whole thing.
These are the tools we see most often in the 42 catalogued stacks. None of them are useful in isolation — they're useful as parts. The full tool index on aistack.sh covers all 51.
Best long-form writing voice. Workhorse for most stacks.
Fastest path from prompt to working full-stack web app.
Still the leader for stylized image generation.
Voiceover so clean it's the default for YouTube and podcast stacks.
Async AI code review on PRs. Sits in front of human review.
Newsletter platform with built-in monetization, used in 6+ content stacks.
A stack is the set of AI tools you wire together to ship one specific outcome — a faceless YouTube channel, a full-stack web app, a cold outbound system. The stack is the combination, not any single tool. Picking a tested stack beats picking one shiny tool because the integrations and prompts are already worked out.
aistack.sh catalogs 42 tested AI stacks across 51 tools, sorted by role (developers, content creators, founders, solo marketers). Every stack lists per-tool cost, difficulty, and what it ships. Free to browse, no signup, with a side-by-side comparison tool for up to 4 stacks at once.
For a solo operator, target $50-150/month total across 3-5 tools. The $300/mo trap is paying for ChatGPT Plus, Claude Pro, Cursor, Midjourney, ElevenLabs, and a half-used video editor in parallel. Pick one stack, finish one outcome, then add the next tool only when a specific job demands it.
Wrong question. The right question is: which stack ships my specific outcome? Claude is the best long-form writer. Lovable is the fastest path to a working full-stack app. Midjourney is the leader for stylized images. None of those are useful in isolation — they're useful when wired into a stack with a clear deliverable.
Three questions. (1) Does it replace a tool I already pay for, or add a real new capability? (2) Is the integration story clean — does it connect to the rest of my stack via API or zap, or is it a silo? (3) Can I cancel in one click? If any answer is no, wait a quarter.
Yes. aistack.sh tags 16 stacks under 'Solo marketers' (cold outbound, content engines, social scheduling) and 21 under 'Content creators' (faceless YouTube, podcast production, blog automation). Filter by role to skip the noise.
A great AI stack is half the job. Distribution is the other half. Napkin runs UGC, Reddit, and GEO as one motion for AI companies. 15-minute call, no pitch deck.
More free guides: Reddit growth playbook, 79 directories to promote your startup, or the full tools hub.