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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

The authoritative guide to delta-state architecture. Mathematical foundations, comparisons with CRDTs, event sourcing, OT, and Raft — and why reconstructed state outperforms stored state.

CRDTscomparisonpillar

CRDT Alternative: Delta-State Algebra

CRDTs are powerful but complex. Delta-state algebra solves the same convergence problem with one operation, zero metadata, and 92 machine-checked proofs. Side-by-side comparison with code.

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: 3-node distributed cache with automatic convergence. No consensus protocol, no leader election, no conflict resolution — just XOR.

architecturecomparisonevent-sourcing

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

A quantitative comparison of delta-state algebra vs event sourcing. O(1) reconstruction vs O(n) replay, 8 bytes vs unbounded logs, and when each approach wins.

hardwarefpgarisc-vengineering

From Math to Silicon: 69.7 Gops/s on a $13.50 Chip

How we went from 92 Lean4 theorems to a custom RISC-V CPU with native delta-state instructions, HD HDMI output, and 69.7 billion operations per second on commodity FPGAs.

releasekernelkubernetes

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

The ATOMiK kernel module now detects redundant COW copies, deduplicates network sends, and attributes waste per container — all at kernel speed.

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