The product lab

Small AI products. Real user problems. Fast experiments.

Not every idea needs a deck. Some need a prototype in production. We build one at a time, ship fast, and learn from what's in market.

Live · Consumer apps

Fashion · AI · Consumer

FitSwap ✨

Live
ProblemShoppers can't judge an outfit from a mirror selfie. Feedback is inconsistent, social, and late.
ForGen-Z and Millennial consumers deciding what to wear, keep, or return.
LearningBrutal-honest AI feedback beats polite human feedback — even when users say they want the polite version.
Try FitSwap →
Live · Developer tools

DevTools · Open source

vibe-guard-skills

Live
ProblemAI-written code ships with quiet resilience, security, and comprehension debt. Reviewers can't catch it all.
ForTeams shipping Claude Code output to production.
LearningPre-push gating works better than post-hoc review — developers fix what a git hook refuses to let through.
curl -fsSL https://raw.githubusercontent.com/codecoincognition/vibe-guard-skills/main/install.sh | bash
Learn more →

DevTools · Open source

claude-quota-statusline

Live
ProblemClaude Code's quota is invisible until it isn't. Builders hit the wall mid-task without warning.
ForHeavy Claude Code users on Pro and Max plans.
LearningAlways-on feedback at 80%+ usage changes pacing more than a dashboard that requires a click.
curl -fsSL https://raw.githubusercontent.com/codecoincognition/claude-quota-statusline/main/install.sh | bash
Learn more →

DevTools · Open source

claudemd-lint

Live
ProblemCLAUDE.md files rot silently. Agents waste context on stale, duplicated, or boilerplate instructions.
ForTeams maintaining CLAUDE.md across multiple repos.
LearningMost CLAUDE.md files score 5/10 on first audit. Auto-fix recovers ~40% of lost context per file.
npx @vikassah/claudemd-lint ./CLAUDE.md
Learn more →
In development

Audio · AI · Creator tools

NeuraCast the brain that broadcasts

In development
ProblemPodcast workflows still need too many humans for research, scripting, voicing, and post. Independent creators can't keep up.
ForSolo creators and small media teams producing weekly long-form audio.
LearningFollow the build in the newsletter — published openly as NeuraCast moves from prototype to launch.
INTELLIGENT WORKFLOWS

Research, scripting, and episode structuring from a single prompt.

NEURAL VOICE

High-fidelity AI voices indistinguishable from human hosts.

SMART ADS

Contextually appropriate ad reads woven naturally into episodes.

Follow the build in the newsletter →
How we build

Four steps. One at a time. Ship in 30 days or drop the idea.

01

Problem mining

Research real pain points. Talk to people who have the problem. Score opportunities ruthlessly.

02

48-hour prototype

Build a working prototype fast. Put it in front of users before writing any production code.

03

Validate, then build

10–15 customer conversations before committing to MVP. If the problem isn't real, move on.

04

Ship in 30 days

Idea to live in roughly one month. We prefer shipping something imperfect to building something perfect.