Jeremy McEntire

pact. Contracts before code. Tests as law. Agents that can't cheat.

kindex. Knowledge index that learns from your conversations

baton. Cloud-agnostic circuit orchestration. Pre-wired topologies with smart adapters, mock collapse, A/B routing, and self-healing.

agent-safe. Authorization standard for AI Agents.

apprentice. Train cheap models on expensive ones. Automatically. With receipts.

traffic-simulation. Agent-based traffic simulation: per-lane speed ranges with enforced minimums. 34% throughput gain, 84% accident reduction, .8B revenue model.

HermesP2P. Decentralized, ephemeral peer-to-peer messaging. No servers, no persistence, no compromise.

leap-verify. Regime-adaptive speculative weight prediction for accelerating neural network training

substrate-independent-dysfunction. Code, data, and experiments for 'The Organizational Physics of Multi-Agent AI: Substrate-Independent Dysfunction in Autonomous Software Engineering Swarms' (McEntire, 2026)

pact-bench. Benchmark: Pact vs Claude Code on ICPC World Finals (212/212 vs 79-92%)

signet-eval. Claude Code policy enforcement hook — deterministic authorization for AI agent tool calls

sandbox. Create a sandbox for testing.

psm-model. Pressure System based economic model.

cartographer. Stack adoption and compatibility tool for Constrain/Pact/Ledger/Arbiter/Baton/Sentinel

arbiter. Access auditing, consistency analysis, blast-radius classification, and trust enforcement for the Pact/Baton stack.

tessera. Self-Validating Executable Document Format

Signet-Tools. Landing page for signet.tools

ledger. Schema registry and data obligation manager for distributed systems

sentinel. Production attribution and contract tightening — watches logs, attributes errors via PACT keys, spawns LLM fixer agents

chronicler. Event collection and story assembly for the FOSS governance stack

constrain. Find the boundary between specification and intent

spectral-forecast. Three-layer analytical time series forecasting: Fourier extraction, trend fitting, shock adjustment. Beats TimesFM (200M params) on ETT benchmarks with pure signal processing.

stigmergy. Organizational awareness through stigmergic signal processing

Ascend. AI-powered engineering management CLI — roster, meetings, performance tracking, risk detection, coaching, reports, and interactive TUI

Kindex-Tools. The kindex.tools website — documentation and marketing for the Kindex knowledge graph platform

forced_rank. Agent-based simulation demonstrating systematic classification errors in forced distribution performance management systems.

SCT. Structural Compression Theory: Data, code, and experimental results

Exemplar-Tools. The engineering stack that governs itself — exemplar.tools

BlindDB. Interactive demo of client-side encryption architecture from The Ephemeral Internet

signet. Rust

simulacrum. A cognitive simulacrum of Jeremy McEntire — an AI agent that thinks like Jeremy on novel situations. Two-phase classifier dispatch over Anthropic + (optional) OpenAI fine-tune. Includes a deployable Fly.io service, a CLI / Claude Code skill, and a primer for building one for a different subject.