Give Hermes agents their own email inbox, phone number, and workspace accounts to work directly with customers, teammates, and other agents.

The shared foundations of small self-hosted web apps: settings, database, migrations, logging, health checks and test fixtures

A Python SDK for kuavo humanoid robot.

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Universal static concurrency analysis, semantic taint tracking, and runtime verification for Python

Command-line tool for airpuls Near-RT RIC xApps: project scaffolding, lifecycle, and deployment.

Python bindings for the airpuls Near-RT RIC xApp client library (libric-client) — Linux x86_64 and aarch64.

Python client for Cteno agents, with a bundled local daemon

Turn an LLM into a gated, sandboxed, resumable construction loop over your codebase.

Distributed worker orchestration and execution support library for AGILAB

Environment bootstrap package for AGILAB with virtualenv, path, and runtime helpers

AGILAB page bundle for network-aware geospatial analysis.

AGILAB weather-forecast notebook-migration demo with forecast analysis artifacts

AGILAB deterministic data contract, drift, leakage, and promotion gate

AGILAB Pandas execution benchmark for deterministic worker and reducer validation

Mailroom's mail layer: accounts, sealed secrets, IMAP/SMTP, the send gate, rendering, audit

AGILAB learning and assessment workflow with evidence scoring and regression-plan artifacts

AGILAB page bundle for scenario evidence comparison.

AGILAB page bundle for feature-attribution evidence.

AGILAB native React UI dependency bundle and Python view helpers

A collection of specialized tools for Strands Agents

Distributed cluster orchestration layer for AGILAB workers over local and SSH backends

AGILAB scikit-learn pipeline app with model, metrics, predictions, and evidence manifest

AGILAB Polars execution benchmark for deterministic worker and reducer validation

IoT & Data Analytics Lab toolkit for live API fetching, visualization, and ML models

AGILAB flight-telemetry ingestion demo with reusable dataframe and map-analysis outputs

AGILAB portable web components with native React Python views and shared analysis components for Jupyter

Meta-package that installs and wires agi-env, agi-node, and agi-cluster together

So far, Department of Justice-led efforts to sow chaos, even as Americans are already voting, have fallen flat.

Practical 7: Secure state management with FastAPI sessions, cookies, and pwdlib password hashing