Historical articles and technical notes may include exploratory examples, synthesis figures, or modeled comparisons. Treat performance, power, savings, customer, production, and deployment claims as public-safe only when they are linked to measured artifacts or explicit evidence labels. Start with the current docs or evidence-label definitions.

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Engineering insights, release notes, and the road to delta-state computing everywhere.

delta-statearchitecturepillar

What is Delta-State Computing? The Definitive Guide

An archived guide to delta-state architecture: mathematical foundations, comparisons with CRDTs, event sourcing, OT, and Raft, and where reconstruction may help.

CRDTscomparisonpillar

CRDT Alternative: Delta-State Algebra

CRDTs are powerful but complex. Delta-state algebra offers a different modeled convergence path with one core operation and machine-checked algebra proofs.

patternsarchitecturepython

5 Design Patterns for Delta-State Algebra

Practical patterns: accumulator fan-in, epoch checkpointing, fingerprint gates, rollback chains, and multi-stream convergence.

tutorialpythondistributed-systems

Build a Distributed Cache in 50 Lines of Python

Step-by-step tutorial: a 3-node cache model using XOR deltas. Treat it as an educational pattern, not a production distributed-systems guarantee.

architecturecomparisonevent-sourcing

ATOMiK vs Event Sourcing: When XOR Beats Append-Only Logs

A conceptual comparison of delta-state algebra and event sourcing: where an accumulator model may help, and where append-only logs remain the right tool.

hardwarefpgarisc-vengineering

From Math to Silicon: FPGA Proof Notes

An archived engineering note on moving from Lean4 proofs to custom RISC-V instructions, HDMI output, and synthesis-characterized FPGA scaling.

releasekernelkubernetes

Announcing ATOMiK v0.4.0: Per-Container Waste Tracking for Kubernetes

Archived release note for a kernel-module prototype exploring redundant COW-copy detection, network-send analysis, and per-container attribution.

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