From Proofs to Code: Mathematical Transcription in C
How mathematical contracts become deterministic implementations
The Hidden Cost of Non-Determinism
Understanding the financial impact of debugging race conditions and Heisenbugs
10 min read →ISO 26262 and ASIL-D: The Role of Determinism
How deterministic architecture can support automotive functional safety certification
9 min read →The Hidden Cost of 'Consistent Environments': What Docker Actually Guarantees
Why shipping 450MB to avoid inconsistency may be solving the wrong problem
10 min read →The Zero-Variance Problem: When Mathematics Meets Machines
Why perfect consistency creates impossible calculations—and how to handle it
8 min read →Composition Without Compromise: Connecting FSMs
How verified components combine to create verified systems
9 min read →Why Your ML Model Gives Different Results Every Tuesday
The hidden sources of non-determinism in machine learning, and why they matter more than you think
9 min read →Closure, Totality, and the Algebra of Safe Systems
Why three mathematical properties can determine whether your system fails safe or fails silent
12 min read →Heartbeats and State Machines: Proving Existence in Time
How deterministic finite state machines can model liveness detection with verifiable properties
10 min read →IEC 62304 Class C: What Medical Device Software Actually Requires
How deterministic architecture can support the most stringent safety classification for medical device software
9 min read →10 of 21 articles