Case studies
What we've shipped.
Bobi Labs takes engagements PM-led with a small senior team. Here's the work that proves the model: full-stack ops platforms, real-time analytics, automated trading systems. Deeper case studies coming as engagements close out.
Client work
Engagements we were hired for, shipped and running in production.
What we build for ourselves
Products and internal tools. We run the studio on most of these, which is the only reason we would recommend them to you.

Tweet Pulse
Bobi Labs · product
Public analytics dashboard tracking Elon Musk's tweet velocity and the Polymarket prediction markets that trade on his posts. Real-time tweet ingest from the X API, trigger-refreshed materialized views, regime detection, Telegram alerts on regime shifts. Built as our own product, shaped by the community that uses it.
Work Tracker
Bobi Labs · productized
Customizable Kanban + Deliverables tool for studios and consultancies. DB-backed scope, build notes, and invoice tracking per item, designed as a client-facing 'show your work' artifact. Built for Bobi Labs' own contract management; deploys per-client with custom branding and integrations.

Meeting Co-Pilot
Bobi Labs · product
Real-time meeting copilot. Voicemeeter audio routing → Deepgram STT → Haiku gate → Opus tip generation, with a HUD overlay surfacing context-aware help during live calls. Used by Bobi Labs on contract calls; customizable per-tenant for small teams that need grounded answers in real time.

Custom Sports Bots
Bobi Labs · product
Automated trading bot system + analytics for sports prediction markets (Polymarket, Kalshi). Kelly-fractioned bet sizing, exposure caps across markets, AI-driven confidence signals across MLB / NBA / NHL / NCAA / Soccer / Esports. Three-layer caching, subscription model with Stripe, risk management baked in.

Bobi-Pursuit
Bobi Labs · product
Always-on business-development engine. A 15-minute cron drives scrapers across a dozen-plus contract and job sources, a Claude scorer rates every posting against a tunable fit profile, high-fit matches get an auto-drafted proposal, and nothing leaves the building without a human reading it first. Built so a small studio keeps its pipeline full without a full-time BD hire.

bobi-stack
Bobi Labs · internal infrastructure
The scaffold and Claude Code workflow discipline every Bobi Labs engagement starts from. Next.js, Supabase, and a typed data layer wired end to end, plus the session and memory conventions that keep AI-assisted delivery consistent across a multi-week build. Part of why a small senior team ships like a larger one.
Off the clock
Built for their own sake. Nobody commissioned these and nobody paid for them.

Checkpoint
Bobi Labs · personal build
Completion tracker for long game runs. Started as a live co-pilot for a full completionist sweep of Elden Ring + Shadow of the Erdtree (1,000+ tracked entries, 24 questlines, six verified builds), and retired at the finish line into a fully static multi-game shell: progress snapshot frozen, visitor edits overlay in localStorage, no server left to maintain.

Bar do Bobi
Bobi Labs · personal build
A single page cocktail menu, built as a constraint exercise. 261 bilingual recipes, client side search, filtering and persistent state, all in one HTML file with no framework, no build step and no backend. Not every brief needs a stack.
What you won't see here
Some of our best work lives behind client confidentiality. We don't publish anonymized client screenshots or vague case studies. That approach is hard to verify and easy to fake. Instead, we're building synthetic-data demos that re-implement the actual features with fake data, so you can see the architecture and interactions without touching real client data.
The first one is live: the Cascadia forestry platform, running the real code on fabricated data, at bobilabs.dev/forestry-demo. Click into it. If you want a walkthrough of an active engagement beyond what the demo shows, ask. We can show you live work over a screenshare under NDA.
Have something we should ship?
60-minute scoping call, then a clear plan for how we'd approach it. The first phase is typically 4 to 8 weeks.
