Beyond Pull Requests

An interactive exploration of how the PR disaggregates in the age of agentic workflows

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The Problem (Today's PR)

The monolithic pull request: a bottleneck that bundles review, testing, knowledge, and deployment into one blocking gate.

refactor: Optimize query pipeline
Open
Human Author
Line-by-Line
CI Pass / Fail
Human Approval
Comment Threads
Manual Pipeline
18h
Avg Review Time
100%
Checks Run
Binary
Pass / Fail

Today's pull request conflates six distinct concerns into a single blocking gate. Code review, validation, knowledge capture, and deployment are bundled together—forcing every change through the same gauntlet regardless of risk. The result: precious human attention spent on style checks, testing waits for coverage reports, and deployment decisions held hostage to review schedules. The pull request has become a monolith. It's time to disaggregate.

The Evolution

How each component disaggregates across three time horizons: today, the near term, and the horizon.

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The Confidence Engine

Interactive simulator: witness how risk-proportional validation adapts evidence gathering to change complexity.

Confidence
0%
Elapsed Time
0s
Running
0
Skipped
0
Saved vs Pipeline
0%
Trace Log
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Key Transformations

Code Review Intent Review
Binary Gates Confidence Scores
Batch Merge Continuous Flow
Comment Threads Knowledge Graph
Single Author Provenance Chain

The pull request doesn't disappear. It disaggregates into a living change record — with human attention surgically applied only where it adds value.