Making Speech to Text Actually Readable on Device
Raw audio transcripts capture every filler word, false start, and run-on sentence. How I added s1 mini to Mini Scribe for fast, private transcript cleanup on your own machine.
Read articleWriting & Perspective
Thoughts on Velocity, AI & Architecture.
Field notes and essays on Forward Deployed Engineering, agentic workflows, and the operating models that help SaaS businesses move fast without creating chaos.
The AI Force Multiplier: Why Forward Deployed Engineering Matters More Than Ever
When code generation is cheap, software fails from bad domain models and missing architectural boundaries. How experienced Forward Deployed Engineers turn AI into real shipping velocity.
Read articleHow Small Engineering Teams Outship Massive Departments
Coordination overhead grows quadratically with headcount. How two or three high-context builders with modern AI workflows create an unstoppable shipping flywheel.
Read articleWhat Fast Iteration Really Requires From Leadership
When developers fear making a mistake, they build process shields that grind shipping to a halt. Why engineering speed is an organizational trust metric and how leaders build high-trust safety nets.
Read articleWhy the Best Systems Are Built on Boring Decisions
Every novel dependency and clever abstraction is a permanent tax on your future shipping velocity. Why high-velocity SaaS teams choose simple, proven primitives and focus their innovation on the customer.
Read articleShortening the Distance Between a Commit and Production
When test suites and deployments take an hour, developers lose their flow. How fast feedback loops and local-first verification transform engineering speed.
Read articleHow To Spot When Motion Is Being Confused With Momentum
Teams can spend forty hours a week in standups, grooming sessions, and pull request debates while shipping almost nothing. How to identify process drag and restore true velocity.
Read articleThe Hidden Cost of Treating Incomplete Work as Progress
A feature that is ninety percent done delivers zero percent value. How inventory debt silently paralyzes engineering velocity and why teams must prioritize finishing over starting.
Read articleWhy Most Product Roadmaps Are Fiction Before Sprint Two
Detailed six-month Gantt charts give leadership an illusion of control. How high-velocity SaaS teams trade speculative timelines for ground truth and short discovery loops.
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