Insight 001
6 min read
Build a development system that can move 24/7
A task spent 10 of its 16 hours waiting. Removing that delay could halve lead time without a faster model or an around-the-clock developer.
Developer ↔ AI
Make developer + AI work measurable. Then fix what slows it down.
Midva records how long work takes, where it waits, and what the AI costs. That gives you a concrete constraint to work on instead of another vague instruction to "use AI better."
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midva / you + I
In Slovenian, midva means "you and I." Here, that is you and AI, working inside the same measured process as one development unit. Their handoffs, shared context, and results belong to that process too.
Theory of Constraints
Improve the weakest link, then measure again.
Faster generation helps only when generation is the constraint. Midva keeps attention on the entire path from request to verified, delivered change.
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01
Observe the flow
Capture active work, waiting, handoffs, AI usage, and the result. Chat activity alone is not enough.
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02
Find the constraint
See which queue, review, missing context, or unreliable step limits the whole system.
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03
Change the process
Adjust ownership, automation, instructions, or verification around the actual bottleneck.
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04
Compare the next cycle
Use lead time, waiting, cost, and quality signals to decide whether the change helped.
The outcome
Compare output against time and token cost.
Midva connects the conversation to execution, review, and handoff. You can inspect the whole path, change one part of it, and see whether the next task was faster or cheaper.
FLOW
How long does a valuable change take end to end?
WAIT
Where is work idle, blocked, or awaiting a handoff?
COST
What did the result consume in AI usage and rework?
From the Constraint Log
A task where ten hours disappeared into waiting.
Insights turn observed bottlenecks into concrete changes a development team can test.