Explore

monitoring attribution production observability

Sentinel

Production monitoring, error attribution, and contract tightening.

hitl approval audit exemplar-stack +1

Witness

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

observability anomaly monitoring exemplar-stack +1

Vigil

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

adoption scanning discovery migration

Cartographer

Stack adoption and compatibility scanning for existing codebases.

contracts testing multi-agent specification

Pact

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

trust scoring auditing agents

Arbiter

Trust scoring and access auditing for AI agent outputs.

agents policy authorization evaluation +1

Signet-Eval

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

Rust

cryptography documents attestation ed25519 +1

Tessera

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

Rust

patterns neural-networks organizational signals

Stigmergy

Organizational pattern discovery using adaptive resonance theory.

security policy authorization identity +1

Signet

Policy enforcement and sovereign identity for AI agents.

contracts validation schema infrastructure +1

Covenant

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

TypeScript

orchestration circuits deployment canary

Baton

Cloud-agnostic circuit orchestration with topology-first design.

code-review governance reference-implementation full-stack

Exemplar

Governed code review service demonstrating the full governance stack.

encryption privacy architecture demo +1

BlindDB

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

JavaScript

webhook relay queue agents +4

Herald

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

Rust

data-governance schema classification compliance

Ledger

Schema registry with field-level data classification.

specification constraints llm elicitation +1

ZeroGPT Plus

ZeroGPT Plus is a free, no-login AI content detector and humanizer that identifies AI-generated text. It offers multi-language support to refine AI content into natural-sounding, human-like prose.

centaur.tools/submit

coupongpts-eng

Apr 2026

Constrain

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

p2p messaging privacy encryption +1

HermesP2P

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

JavaScript

timeout budget reliability infrastructure +1

Aegis

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

TypeScript

distillation local-models cost-optimization ml

Apprentice

Adaptive model distillation with progressive handoff from frontier to local.

Transmogrifier