Student Research and Writing Stack
A clean study workflow for gathering trustworthy sources, synthesizing ideas, and producing polished assignments faster.
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Published stacks
A clean study workflow for gathering trustworthy sources, synthesizing ideas, and producing polished assignments faster.
A practical stack for building features, debugging quickly, and packaging release-ready product work.
The development setup replacing VS Code for engineers who want AI that understands the entire codebase — not just the open file. Ship 2-3x faster from blank repo to production URL.
The engineering infrastructure for a 2-8 person startup that needs to move fast, ship reliably, catch errors before users report them, and actually understand what's happening inside the product.
What I use to get through a literature review without drowning in PDFs. Find the relevant papers, understand the landscape, then write something that holds up.
A data workflow for analysts who need to pull insights, visualize patterns, and present findings without getting buried in tooling.
A lean production workflow for podcast creators who need to record, clean audio, edit, and publish without a dedicated post-production team.
Add enterprise SSO, SCIM provisioning, and audit logs to your SaaS product without building it in-house. The identity features enterprise procurement teams require before signing a purchase order.
I run five side projects on one DigitalOcean Droplet for $24 a month. This stack handles 80k monthly visitors combined and has taught me more about infrastructure than years of managed platforms ever did.
I used to deploy new features to all users and hope nothing broke. Now everything ships behind a flag — dark-launch to 1%, roll out to 10%, graduate to everyone with a kill switch always ready.
This is the portfolio stack I wish I had during internship season: projects, resume, writing samples, and a contact flow that looks credible to recruiters without costing student-budget money.
A lean operations stack for small teams that need intake, structured records, follow-up email, and Slack visibility without hiring an ops team or wiring up a full custom back office.
This is the build stack I reach for when I want an AI-heavy coding loop but still need a real product at the end: terminal agent, repo-aware editor, backend, billing, and deploy path.
For small teams that need a lightweight lead capture and nurture loop without buying a giant CRM. Capture intent, send the right follow-up, book the call, and keep the team in the loop.
A fast creative loop for scripting, producing, and iterating social ad concepts at high velocity.
A high-velocity outbound workflow for writing personalized outreach, automating follow-ups, and producing sales collateral at scale.
What I use when a client wants a landing page fast: visual direction, copy, first-pass UI, then light polish before review.
A niche research stack for teams that want current competitor signals without hand-scanning the web every week. It is built around agentic research, web extraction, and packaging findings into decision-ready visuals.
For teams that want internal AI chat and document workflows without handing everything to a public SaaS assistant. This stack leans into self-hosting, local models, and controlled access to stronger remote models when needed.
A more premium voice stack for brands that do not just want a phone bot. It is meant for situations where tone, handoff quality, and booking flow matter as much as raw call automation.
I work with clients who hate obvious meeting bots. This is the stack I use to capture clean notes, keep a memory of what was said, and still send a polished follow-up right after the call.
A niche ops stack for teams trying to document process before tribal knowledge becomes a bottleneck. It is optimized for screen capture, narrated walkthroughs, and turning rough steps into reusable onboarding assets.
This is for students and researchers who are past the literature review and trying to turn evidence into a cleaner manuscript. It leans into source-grounded drafting, citation-aware writing, and final scholarly polish.
I do not want one nice episode and zero distribution. This stack is for turning long recordings into a repeatable flow of short clips, captions, titles, and assets that actually get posted.
A trend-chasing creator stack for people making weird, catchy, AI-native short-form content. The point is fast original audio, visually strange clips, and enough polish to make the post feel intentional instead of random.
What I use to maintain an OSS project with 600+ GitHub stars and 30+ contributors. Everything is either free for open source or cheap enough I never think about the bill.
My team ships a web app and an iOS/Android app from one repository. One backend query, one schema, one auth setup — a change to the data model instantly reflects everywhere.
What I use to manage three client accounts solo. Plan the content calendar, write the posts, design the assets, then schedule without logging into five apps.
Put together our seed deck in about a week using this. Started with the narrative, then built the visuals, then refined until investors actually read the whole thing.
The stack I used to land my last role. Research the company, tailor my materials, and send clean applications without spending hours per listing.
I write a weekly newsletter for about 4k subscribers. This is what gets me from blank doc to scheduled in under two hours every Thursday.
We hired six people this quarter with no HR department. This is how we kept quality high and response times fast without losing candidates to slow process.
A founder workflow for planning priorities, communicating updates, and automating recurring operating tasks.
An end-to-end workflow for drafting, polishing, and designing marketing content that ships faster without sacrificing quality.
I had five years of Django code and wanted a modern React frontend without a full rewrite. This hybrid keeps the Python backend that works and replaces the Jinja templates with something my team actually enjoys.
I'm a product designer who codes. This stack cuts the translation loss between what I design in Figma and what ships — components come out looking like the design, not like a developer's interpretation of it.
A creative toolkit for freelance designers who need to concept, produce, and iterate on visual work without a full agency behind them.
I built my own newsletter platform instead of paying for Substack or Beehiiv. Costs about $15 a month in hosting, handles 8k subscribers, and I own the data and the brand completely.
I'm a backend engineer at a startup. This is what I actually have open every day — not what I planned to use when I started, but what stuck after six months.
Python backend for teams that want admin panel, ORM, migrations, and auth out of the box. Django's batteries-included approach means you're shipping product instead of assembling a framework from twelve separate packages.
A high-performance storefront that separates your content from your commerce layer — millisecond product search, optimized images, real-time inventory, and reliable post-purchase emails all working together.
Build apps where multiple users see the same data update live — shared documents, team dashboards, or kanban boards — without managing WebSocket servers or writing synchronization logic yourself.
A workflow for PMs who need to research, synthesize, document, and present product decisions efficiently.
If I wanted a newsletter business instead of just a blog, this is the stack: paid memberships, reliable email delivery, simple analytics, and a community layer that keeps readers around.
When a lean team needs real production visibility without buying an enterprise observability bundle. This stack covers uptime, application errors, product signals, deploy automation, and incident response.
This is the support stack I want once tickets start repeating. Support gets better context, product sees the patterns, customers can escalate to a call, and the team stops guessing.
For founders who want Heroku or Railway convenience without ongoing platform markup. One VPS, self-hosted deploy control, and enough primitives to run multiple real apps from a single box.
Internal dashboards and operational tools go faster when the admin UI comes almost for free. This stack is for teams that need custom workflows without building a backoffice platform from scratch.
I was spending two hours a day on email. This stack got it down to thirty minutes and I stopped missing things that mattered.
This is the stack for teams who are past demos and now need to see what their agents are doing in production, test behavior before launch, and compare model changes without flying blind.
A support workflow that handles repetitive tickets automatically, escalates intelligently, and keeps response quality consistent across a small team.
A documentation workflow for engineering teams who need to write, maintain, and improve technical docs without it becoming a full-time job.
A workflow for reviewing contracts and legal documents faster — surfacing key clauses, flagging risk language, and preparing informed questions before involving counsel.
How we built and maintain our product docs for 4,000 monthly developers. The whole site lives in git, search is instant, every PR deploys a preview, and non-engineers contribute without a CMS login.
A lean build-and-launch workflow for solo founders shipping a product without a team — from first prototype to first paying customer.
A research workflow for designers and PMs who need to gather user insights, synthesize findings, and communicate what they learned without weeks of analysis.
A copy workflow for ecommerce teams who need to write, test, and scale product descriptions, ads, and email sequences without a full copywriting team.
The stack I use every Sunday night to clean up priorities, reset the calendar, and head into Monday with a real plan.
Built this so client calls do not die in random docs. Record once, summarize fast, and push the next steps into the tools I already use.
My one-afternoon stack for turning rough ideas into a week of short videos with hooks, captions, and enough polish to post.
I got tired of sending generic outbound. This stack helps me pull context on a company, write a smarter opener, and automate the follow-up.
My team is across four time zones. This is what keeps us aligned without turning every question into a meeting or a long Slack thread.
The starter stack thousands of indie developers and early-stage teams use to ship a subscription product in a weekend — full-stack framework, managed database, auth, billing, email, and deployment in six tools.
End-to-end TypeScript from database schema to UI component — no REST boilerplate, no duplicated types, no schema drift between layers. The stack favored by TypeScript-first teams who hate runtime surprises.
Ship iOS and Android apps from a single TypeScript codebase without hiring native developers. Expo's managed workflow removes Xcode and Gradle headaches, while Supabase and RevenueCat handle the backend and monetization.
Run your entire stack at the edge — zero cold starts, sub-millisecond response times at 300+ locations globally, and no egress fees. The stack for developers who want real global performance without a cloud bill.
A backend API that handles production traffic without a major architectural rewrite as you grow — connection-pooled Postgres, Redis job queues, containerized deployments, and managed hosting that's simpler than AWS.
We have twelve retainer clients and one person doing reporting. This is the stack that makes monthly reports something we finish in a day instead of a week.
What I've settled on after cycling through three different stacks in two years of indie hacking. Every tool earns its place here — nothing is cargo-culted from a blog post.
I've deployed backends to AWS, DigitalOcean, Fly, and now Railway. This is the stack that finally lets me focus on building the actual API instead of fighting the infrastructure around it.
I run three small SaaS tools solo. This stack handles it all with close to zero ops work — everything is managed, the free tiers are generous, and I only pay when I'm making real money.
I built a global webhook processor that had to respond in under 50ms anywhere in the world. Cloudflare Workers plus serverless Postgres made that possible without building CDN infrastructure.
A lean development workflow for solo builders who need to write, review, and ship code without a team around them.
A production pipeline for YouTube creators who need to script, record, edit, and add voiceover without a full production team.
Deploy a web app and mobile app from a single repository with a shared backend, unified auth, and parallel CI/CD pipelines. One codebase, one team, one place to look when something breaks.
Production Python backend for AI-powered applications — designed for the async I/O, complex dependencies, and long-running inference jobs that come with serving language models at real traffic.
Four students, one repo, one database, and a live demo before the deadline. This is the stack I'd use for a semester project when the team needs auth, analytics, and something stable enough to present.
For clubs that need a clean site fast: event pages, interest forms, booking links, Discord onboarding, and analytics that do not make student volunteers learn a full web stack.
Perfect for a research lab, thesis project, or professor site: fast pages, searchable publications, git-backed updates, and a contact path that still works after the semester ends.
If I wanted a SaaS stack with fewer moving parts than a full platform backend, I'd start here: Next.js frontend, serverless Postgres, typed queries, managed auth, billing, and simple deployment.
Laravel is still one of the fastest ways to ship a serious B2B product. This stack handles database work, subscriptions, email, deployment, and production visibility without feeling overengineered.
This is the mobile stack I'd use for a consumer app that needs sign-in, subscriptions, analytics, and crash reporting before a real launch push.
For marketing teams that want a custom frontend without making content edits depend on developers. Structured content, fast pages, instant search, and clean analytics all fit neatly here.
A modern local-business stack for answering missed calls, qualifying leads, booking appointments, and alerting humans only when someone high-intent is ready to talk.
For builders who want backend primitives without stitching together five services. Auth, database, storage, and functions come from Appwrite while the frontend stays in a normal Next.js app.
This is the stack for B2B SaaS teams that outgrow simple checkout flows. Billing automation, invoices, lifecycle email, analytics, and your product database all stay connected.
For consultants, agencies, and service businesses that mostly need a site that converts visitors into booked calls. Fast page edits, scheduling, follow-up email, and team alerts with no CRM bloat.
Built for non-technical founders and product operators who want to go from prompt to working SaaS quickly, keep one backend system of record, and start charging before they over-architect.
For PMs, designers, and founders who want to build demos entirely in the browser, measure which flows matter, and turn early demand into something more serious without spinning up a local dev setup.
I do not use AI UGC to replace real creators. I use it to kill bad hooks fast, find the angles worth spending on, and only film the concepts that already show signs of life.
For faceless story, explainer, and niche-history accounts that need scripts, visuals, voice, and subtitles fast enough to batch a week of posts in one sitting.
