Agentic Systems

Notes and resources on building and operating agentic AI systems, covering orchestration frameworks, task routing, memory, and evaluation approaches that extend baseline capabilities.

Skills

Reusable instruction packs, workflow recipes, and prompt modules live in .

OpenClaw

OpenClaw-specific projects and lightweight variants live in .

Pi.dev

Pi.dev is the home of the Pi coding agent and its ecosystem of extensions, adapters, and clients. See the page for the curated project list.

Resources

Field Category Date Link Notes
Agent Frameworks Frameworks 2026 liteagent

minimal Python async agent loop ported from pi-mono, exposing streaming, steering, follow-ups, and sequential tool execution on top of LiteLLM.

HVE Core

enterprise prompt engineering framework for GitHub Copilot with constraint-based workflows, validated artifacts, and RPI methodology

2025 FlashLearn

a simple interface for incorporating Agent LLMs

agno

a lightweight library for building Multimodal Agents

crewAI

framework for orchestrating role-playing, autonomous AI agents (multi-agent automation)

AgentKit

build multi-agent networks in TypeScript with deterministic routing and rich tooling via MCP

Agent Framework

Microsoft open-source agentic framework

Samples 2026 Cloudflare Agents Starter

starter template for building AI chat agents on Cloudflare Workers with tools, scheduling, and real-time streaming

Tools Agent Lightning

training and optimization toolkit for AI agents across frameworks

Agent Knowledge Frameworks 2025 firm

an ontology framework for structuring agent knowledge about businesses

Agent Memory Tools 2026 beads

a distributed, git-backed issue tracker and memory system experiment for AI agents

claude-mem

a persistent memory compression system for Claude Code with search tools

2025 AgenticMemory

a tool for creating and managing memory in LLMs

letta

a tool for creating and managing memory-backed agents

Agent Platforms Platforms 2026 Rivet

Actor-based agent platform that bundles state, storage, workflows, scheduling, and WebSockets into self-hostable Rust binaries or managed cloud runtimes, letting each agent run as a persistent, stateful primitive with built-in persistence and tooling.

2025 HelixML

an interesting enterprise-grade agentic platform with tools for integration and observability

Sim

open-source platform to build and deploy AI agent workflows

Agent Systems Frameworks pixelagent

an agent engineering blueprint

2024 pipecat

yet another LLM agent framework

Samples TinyTroupe

a multiagent persona simulation

Tools 2026 CallMe

minimal Claude Code plugin that calls your phone/watch via Telnyx or Twilio (plus OpenAI/ngrok) when a task stalls or needs your input

baudbot

always-on, Slack-connected multi-agent dev assistant that runs tasks end-to-end on Linux

OneCLI

credential vault and HTTP gateway for AI agents that stores secrets once, injects them transparently into outbound API calls, and keeps raw keys out of agent context.

Pinchtab

HTTP browser-control bridge that lets any agent drive Chrome via a compact, stealthy API, with snapshot/text modes, token-efficient read flows, and persistent sessions

rtk

Rust Token Killer CLI proxy that compresses command output before it reaches your Claude Code session, saving ~60‑90% of LLM tokens on git/status/test workflows with ultra-compact summaries and hook-first install.

gogcli

CLI for Google APIs (Gmail, Calendar, Drive, Docs, Sheets, Chat, etc.) with OAuth credential management, headless flows, and JSON/TSV/compact output modes tailored for agent interactions and automation.

Argus

VS Code extension that discovers Claude Code sessions, visualizes costs/performance, and surfaces rule-based findings to debug and tune agentic workflows without leaving your editor.

2025 R2R

production-ready AI retrieval system for agentic RAG via a REST API

2024 plandex

yet another long-running agent tool for complex coding tasks

2023 Auto-GPT

an attempt to provide ChatGPT with a degree of autonomy

Code Agents Samples 2025 amplifier

a technology demonstrater for agentic coding

2024 devlooper

a program synthesis agent that autonomously fixes its output by running tests

Tools 2026 kimi-cli

CLI tool for interacting with the Kimi AI assistant

Godogen

Claude Code pipeline (using two cooperative skills) that converts plain-language game descriptions into complete Godot 4 projects with generated art, code, and visual QA via screenshot analysis.

axe

lightweight CLI for defining focused LLM agents in TOML and running them from the terminal, pipes, cron jobs, CI, or git hooks with skills, memory, and sub-agent delegation.

Sidecar

terminal UI for agentic development workflows with git, task, workspace, and conversation management

Codex CLI

OpenAI’s lightweight agentic coding CLI for the terminal

2025 Toad

a unified terminal UI to run coding agents via ACP

goose

a local AI agent focused on development tasks

quibbler

a critic for coding agents that can also work as an MCP

mistral-vibe

Mistral’s agentic coding CLI

Developer Resources References 2026 Context7

a curated database of context for several development stacks

Personal Assistants Tools nanobot

an ultra-lightweight personal AI assistant with multi-provider support

Sitegeist

browser-sidebar AI assistant for Chrome/Edge that collaborates on web automation, extraction, navigation, form filling, and research using your own model/provider credentials with local-first data handling.

Research Agents Samples 2025 STORM

LLM-powered knowledge curation system that researches a topic and generates a full-length report with citations

2023 gpt-researcher

a simple agent that does online research on any given topic

Tools 2026 autoresearch

Autonomous research harness that lets Claude/Codex agents edit train.py, run 5‑minute training passes, and iterate on models via human-written program.md instructions, logging each experiment the next morning.

Sandboxing Environments amla-sandbox

A WASM-based sandbox with capability enforcement for running agent-generated code safely. Provides isolation without Docker and reduces tool-call overhead.

Agent Safehouse

macOS sandbox-exec wrapper that builds deny-first policies for Claude/Codex/AMP workflows so coding agents only touch the files and integrations they need.

yolobox

a containerized sandbox for running AI coding agents safely

nah

context-aware safety guard for Claude Code that classifies tool calls, blocks or confirms dangerous actions, inspects reads/writes for secrets and exfiltration, and can optionally consult an LLM for ambiguous cases.

Capsule

a secure runtime for orchestrating agent tasks in isolated WASM sandboxes

shuru

local-first microVM sandbox for AI agents on macOS using Apple’s Virtualization.framework

Cua

A sandboxing toolkit and agentic platform for running agents in isolated environments. Covers Docker, QEMU, and Apple Virtualization for benchmarking, safe code execution, and UI automation.

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