Open Source After Dependencies (Part IV): Package Managers, Governance, and a Realistic Migration Path
Tradeoffs are hidden in the details
After three articles, the remaining questions are no longer philosophical. They’re practical.
If this model is even partially correct, then three things need to be addressed explicitly:
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How does this compare to existing package managers?
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How do shared specs avoid becoming a new bottleneck?
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What does this look like when applied to a real codebase, not a greenfield thought experiment?
This article tackles those three, without pretending there’s a clean or universal answer.
- Package Managers: What They Actually Optimized For
Package managers solved a very specific historical problem:
“How do we share code efficiently when copying is expensive?”
npm, cargo, pip, and others optimized for:
distribution
versioning
reuse
transitive composition
They were wildly successful.
But they also encoded assumptions that are now questionable:
reuse is always better than regeneration
abstraction cost is lower than understanding cost
popularity is a reasonable proxy for quality
LLMs invert those assumptions.
When copying becomes effectively free, the bottleneck moves from distribution to decision-making. Package managers still excel at moving bits around. They do not help you understand:
why this abstraction exists
which tradeoffs it made
what you inherit by using it
In that sense, intent-driven generation is not a replacement for package managers. It is a response to a different scarcity.
You can still ship binaries, frameworks, and libraries. But they stop being the default unit of reuse.
- Shared Specs Without Centralization
A natural fear emerges here:
“If we share specs instead of code, won’t specs become the new chokepoint?”
They could—if designed like packages.
The difference is that specs are constraints, not assets.
A capability spec should contain:
interface definitions
invariants
test cases
benchmark harnesses
explicit non-goals
What it must not contain:
reference implementations
opinionated defaults
hidden performance assumptions
Governance then shifts from:
“Who controls the repo?”
to:
“Who can propose a new constraint or test?”
That’s a lower bar—and a healthier one.
Forking a spec is cheaper than forking an ecosystem, because:
consumers already vendor implementations
compatibility is enforced by tests, not social pressure
divergence is explicit, not accidental
Specs can fragment without breaking users. Packages cannot.
- Governance Through Tests, Not Authority
Traditional open source governance relies on:
maintainers
commit rights
release gates
This model relies on:
shared test suites
benchmark comparability
transparent constraints
Disagreements don’t require consensus. They require measurement.
If someone believes:
“This HTTP server design is fundamentally better”
They encode that belief as:
a new benchmark
a new failure scenario
a new constraint
Others can adopt it—or not.
Governance becomes additive instead of adversarial.
- A Real Codebase: Migrating Without Burning It Down
Let’s make this concrete.
Assume an existing production service:
Node.js
Express or Fastify
~30 direct dependencies
~300 transitive ones
stable, but brittle
A realistic migration does not start with:
“Let’s replace everything.”
It starts with one dependency class.
Step 1: Identify High-Churn, Low-Value Dependencies
Good candidates:
small utilities
HTTP middleware
serialization helpers
simple UI components
build-time tooling
Bad candidates:
databases
ORMs
distributed systems
The goal is to reduce cognitive load, not prove purity.
Step 2: Replace One Dependency With an Intent
Example:
capability: request-logger constraints: structured: true overhead_ms: <1 no_external_io: true
Generate, vendor, test.
Nothing else changes.
No new infrastructure. No platform commitment. Rollback is trivial.
Step 3: Compare Outcomes, Not Ideology
After a few replacements, compare:
dependency count
onboarding time
incident debugging
upgrade anxiety
code comprehension
If none of these improve, stop.
This model only earns its place if it reduces real pain.
What This Looks Like After 6–12 Months
If applied conservatively, a mature codebase might end up with:
fewer dependencies
more local code
clearer ownership boundaries
fewer “drive-by” upgrades
more explicit tradeoffs
Not revolutionary. Just calmer.
That’s important.
What This Does Not Do
It does not:
eliminate libraries
kill frameworks
replace ecosystems
solve funding
It changes the default answer to:
“Should we depend on this?”
From “probably” to “why?”
That alone is a meaningful shift.
The Uncomfortable Comparison
Package managers optimized for sharing artifacts. This model optimizes for sharing understanding.
Both are valuable. Only one scales with LLMs.
We don’t need to burn the old world down. But we do need a place for the new one to exist without pretending it fits the same rules.
Closing Thought
If open source survives the LLM era, it won’t be because we protected packages.
It will be because we protected:
ideas
constraints
measurements
the freedom to explore design spaces without permission
Everything else is implementation detail.