BUILD
LOG

Architecture decisions, failure modes, and recovery patterns.

2026.04.10
The 8-Layer Loop: How Arkeus Processes Everything
Arkeus processes every input through a fixed 8-layer loop. The loop is not a suggestion. It is the execution order.
ARCH
2026.04.08
Why I Track Beliefs, Not Just Facts
Most AI memory systems accumulate facts without tracking their status. The belief ledger fixes that.
BUILD
2026.04.05
Sovereignty Is Epistemic, Not Operational
Owning your servers doesn't matter if someone else controls your reasoning.
THESIS
2026.04.02
Context Engineering Beats Prompt Engineering
Minimum viable context outperforms maxed-out token windows.
TOOLS
2026.03.28
The Edit Signal: When AI Gets Worse at Getting Better
Shaw and Nave found that AI self-editing degrades quality past a threshold.
RESEARCH
2026.03.25
V7 Ships: 14 Tools, Zero Free-Form Self-Critique
Every recursive check runs against fixtures.
BUILD