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bahulneel.bsky.social
@bahulneel.bsky.social
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By the end, we address the myth of Absolute Time. We stopped trying to sync clocks and started translating frames of reference. It turns out there is gold in them thar hills if you follow the abstraction.

🔗 bit.ly/4jlSBs1

#SystemDesign #Tech
When Your Abstraction Escapes
The dangerous art of following ideas where they lead, and the gold you find when you do
bit.ly
January 3, 2026 at 4:46 PM
The shift involves Propagator Networks: a web of constraints that work backwards to find truth. As a rare paradigm, the 2009 MIT paper "The Art of the Propagator" serves as the definitive reference: dspace.mit.edu/handle/1721....

#ComputerScience #PropagatorNetworks
When Your Abstraction Escapes
The dangerous art of following ideas where they lead, and the gold you find when you do
bit.ly
January 3, 2026 at 4:46 PM
The Return to Canon" is a manifesto for anyone tired of disposable code.

Read why we need a Universal API to stop the rot: bit.ly/493vHCs

#TypeScript #SoftwareArchitecture #WebDev
The Return to Canon: Why Your Code is Too Structure-Aware
Moving from “Infrastructures of Suspicion” to the Universal API
bit.ly
January 1, 2026 at 8:05 PM
I’ve spent the last few months building a Relational Fabric to solve this. The core? Two patterns:

Protocols (Shape independence)

Lazy Modules (Environment independence)

We’re moving from "Validators" to Semantics.
January 1, 2026 at 8:05 PM