Jeremy McEntire

@jmcentire

Experienced engineering leader specializing in scalable systems and high-performing teams, delivering robust, impactful solutions with precision.

28 tools registered

Witness

Human-in-the-loop coordination primitive. Surfaces decisions requiring human judgment, blocks until approval/rejection, captures rationale, writes audit.

hitl approval audit exemplar-stack +1
Python
jmcentire
May 2026

Vigil

Sub-threshold anomaly detection. Watches event streams, trace samples, and contract violations for pattern divergence that doesn't trip any single alarm.

observability anomaly monitoring exemplar-stack +1
Python
jmcentire
May 2026

Scram

Emergency kill-switch service. The exemplar stack's last-resort termination mechanism. Does not negotiate, does not retry — terminates and rolls back.

safety infrastructure exemplar-stack termination +1
Python
jmcentire
May 2026

Covenant

Contract validation runtime. Per-environment violation policy + sliding-window violation budget. Twin TypeScript + Python siblings.

contracts validation schema infrastructure +1
TypeScript
jmcentire
May 2026

Aegis

Resource-budget primitive. Wrap every blocking call with a declared timeout, optional fallback, and structured tags. Twin TypeScript + Python implementations.

timeout budget reliability infrastructure +1
TypeScript
jmcentire
May 2026

BlindDB

Interactive demo of client-side encryption architecture. Server stores only encrypted blobs at opaque addresses; credentials never leave the client.

encryption privacy architecture demo +1
JavaScript
jmcentire
May 2026

HermesP2P

Decentralized, ephemeral peer-to-peer messaging. No servers, no persistence, no compromise. PGP-style encryption, public/private channels.

p2p messaging privacy encryption +1
JavaScript
jmcentire
May 2026

Tessera

Self-validating executable document format. The document proves itself; the engine validates the chain; nothing outside the artifact is consulted.

cryptography documents attestation ed25519 +1
Rust
jmcentire
May 2026

Ascend

AI-powered engineering management CLI. Roster, meeting transcripts, risk detection, coaching, OKR/PIP tracking, interactive TUI.

management cli agents tui +1
Python
jmcentire
May 2026

Agent-Safe

Embed authorization in the token. 150 lines. Zero deps. Microseconds. SPL (Safe Policy Lisp) inside signed capability tokens.

agents authorization tokens policy +1
TypeScript
jmcentire
May 2026

Signet-Eval

Deterministic policy enforcement for AI agent tool calls. No LLM in the authorization path; 25ms end-to-end.

agents policy authorization evaluation +1
Rust
jmcentire
May 2026

Herald

Async webhook relay and message queue for AI agents. Pull-based, encrypted, self-hostable.

webhook relay queue agents +4
Rust
jmcentire
Mar 2026

Advocate

Six-persona adversarial review engine

code-review adversarial security design +1
Python
jmcentire
Mar 2026

Webprobe

Generic site state-graph auditor with LLM-driven exploration

web-testing security accessibility browser-automation +2
Python
jmcentire
Mar 2026

Transmogrifier

Register-aware prompt translation.

Python
jmcentire
Mar 2026

Exemplar

Governed code review service demonstrating the full governance stack.

code-review governance reference-implementation full-stack
Python
jmcentire
Mar 2026

Cartographer

Stack adoption and compatibility scanning for existing codebases.

adoption scanning discovery migration
Python
jmcentire
Mar 2026

Apprentice

Adaptive model distillation with progressive handoff from frontier to local.

distillation local-models cost-optimization ml
Python
jmcentire
Mar 2026

Stigmergy

Organizational pattern discovery using adaptive resonance theory.

patterns neural-networks organizational signals
Python
jmcentire
Mar 2026

Chronicler

Event collection and story assembly from distributed sources.

events observability correlation storytelling
Python
jmcentire
Mar 2026

Arbiter

Trust scoring and access auditing for AI agent outputs.

trust scoring auditing agents
Python
jmcentire
Mar 2026

Ledger

Schema registry with field-level data classification.

data-governance schema classification compliance
Python
jmcentire
Mar 2026

Sentinel

Production monitoring, error attribution, and contract tightening.

monitoring attribution production observability
Python
jmcentire
Mar 2026

Baton

Cloud-agnostic circuit orchestration with topology-first design.

orchestration circuits deployment canary
Python
jmcentire
Mar 2026

Signet

Policy enforcement and sovereign identity for AI agents.

security policy authorization identity +1
Python
jmcentire
Mar 2026

Pact

Contract-first multi-agent software engineering. Contracts and tests before code.

contracts testing multi-agent specification
Python
jmcentire
Mar 2026

Constrain

Interactive constraint elicitation. Interviews you about project boundaries before code exists.

specification constraints llm elicitation +1
Python
jmcentire
Mar 2026

Kindex

Persistent knowledge graph for AI coding assistants. Remembers across sessions so agents never start from zero.

knowledge-graph mcp memory ai-tools
Python
jmcentire
Mar 2026