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.
What we've shipped
9 builds, grouped by who they were for: work other people depend on, what we build for ourselves, and the ones nobody commissioned.
What can we build for you?
Most people never ask, because nobody told them the thing bothering them was fixable. Find your sentence on the list.
Client work
Work other people depend on: engagements we were hired for, and products with a real user base outside the studio. Each card says which it is.
Cascadia Forestry Platform
Cascadia & Ramos, Forestry Services
Full-stack ops platform replacing paper timesheets, manual Excel payroll, and fragmented AppSheet tools across two related field-work companies. Offline-first field timesheets for foremen in the remote PNW, a bid engine scraping 15+ contract sources, expenses that assign themselves, six-tab analytics, and role-gated apps for six kinds of user, bilingual EN/ES throughout.
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.
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.
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
A trading and analytics system for sports prediction markets (Polymarket, Kalshi): Kelly-fractioned bet sizing, exposure caps across correlated markets, and per-sport confidence models. We built it, ran it against a threshold we set in advance, and retired it in 2026 when the measurement came back negative. The measurement is the part we kept.
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.