Nexus technical resources

AI software engineering resources for governed autonomy.

Original technical guides for engineers evaluating how to run autonomous coding agents without repository races, stale work, unverifiable reviews or uncontrolled model spend.

HUB 01

Agent Governance & Integrity

Exact-SHA verification, migration lineage and fail-closed data boundaries for autonomous software workers.

Exact-SHA Verification vs. Textual Code Review
Protecting PostgreSQL Migration Lineage
Fail-Closed RLS Enforcement

Explore hub ↗

HUB 02

Self-Hosted GPU Economics

Capacity planning, continuous batching and fixed infrastructure economics for concurrent coding agents.

Local GPU vs. Cloud LLM APIs
vLLM Continuous Batching
Fixed GPU Overhead vs. Token Spend

Explore hub ↗

HUB 03

Durable Execution & Repository Authority

Durable work state, fenced execution, canonical repository authority and deterministic multi-agent coordination.

A Git-Native Software Production Line
Fenced Ownership for Recoverable Execution
Deterministic Scheduling for Autonomous Engineering

Explore hub ↗

Built for technical evaluation

From the failure symptom to the infrastructure answer.

Git state driftExact-SHA review and canonical integration authority

Split-brain writesDurable, fenced work ownership

Migration corruptionFail-closed lineage verification

Variable token costSelf-hosted GPU capacity planning

NEXUS PLATFORMExplore the autonomous engineering platform TECHNICAL EXPLAINERWhat is an AI software engineering control plane?

Nexus launch access

Be first to know when Nexus launches.

Express Interest ↗