Lab
Personal Lab
Ideas, experiments, observations and thoughts collected while building.
STARTUP IDEA
06.2026Agent Observability Platform
As AI agents become common, debugging and monitoring them becomes harder. Developers need visibility into prompts, context, tool calls, failures, retries and execution traces.
THOUGHT
06.2026Most SaaS Problems Are Distribution Problems
Most founders spend months improving features while ignoring distribution. A product rarely dies because of missing features. It dies because nobody discovers it consistently.
NOTE
06.2026Building Before Perfecting
Speed compounds. Feedback compounds. Perfection delays both. Shipping something imperfect creates more learning than spending weeks polishing a feature nobody requested.
OBSERVATION
05.2026The Best Projects Create Momentum
Good projects generate more opportunities than they generate revenue. A single well-executed project can lead to jobs, freelance work, partnerships and future products.
LESSON
05.2026Users Don't Buy Features
People don't pay for AI, dashboards or automation. They pay for outcomes. Every product should clearly answer how it saves time, makes money or removes pain.