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RESEARCH

Todas as referências, papers, repos e links que informaram o design de Wake. Organizado por tema.


Anthropic Managed Agents (a inspiração direta)

Documentação oficial

  • Managed Agents Overview — O que é, primitivas, lifecycle, billing, beta access. Beta header managed-agents-2026-04-01. Rate limits 300/600 rpm.
  • Agent Setup — Schema completo do Agent: name, model, system, tools, mcp_servers, skills, multiagent, description, metadata. Versionamento, archive.
  • Environment Setup — Container template, package managers (apt/cargo/gem/go/npm/pip), networking (unrestricted/limited), allowed_hosts, allow_package_managers, allow_mcp_servers.
  • Sessions — Two-step lifecycle (create → send event), pin to version, vault_ids, statuses (idle/running/rescheduling/terminated).

Engineering posts (oxigênio arquitetural)


Tool use, MCP, code execution

  • Tool use with Claude — Client vs server tools, tool_choice options, agentic loop, fine-grained streaming. strict: true para conformância de schema.
  • Code execution tool — code_execution_20250825 e code_execution_20260120. Container 5GB/5GB/1cpu, internet disabled, 30-day expiration, 1550 hours free/month then $0.05/h. Multi-environment warning explícito.
  • Model Context Protocol — "USB-C for AI applications." Open protocol para conectar AI a data sources, tools, workflows.

Sandbox e segurança

  • anthropic-experimental/sandbox-runtime — Componente reusável central. OS-level filesystem + network sandboxing. macOS via sandbox-exec/seatbelt, Linux via bubblewrap + seccomp BPF + Unix socket relay via socat. HTTP/HTTPS proxy + SOCKS5 proxy.
  • Infisical Agent Vault — MITM HTTPS proxy que substitui placeholders por credenciais reais. Integra com Claude Code, OpenClaw, Hermes. Reusable componente para o vault layer de Wake.

Runtimes / substratos concorrentes/adjacentes

Closest matches

Mais distantes


Frameworks de agentes (potenciais adapters)

Tier 1 (Day-1 adapters)

  • LangGraph — Graph-based agent framework, durable execution via checkpointers.
  • CrewAI — Multi-agent orchestration, 30k+ stars, MIT.
  • Pydantic AI — Type-safe agents, native MCP/A2A/durable-execution.
  • Claude Agent SDK — Anthropic SDK.

Tier 2 (Day-30+ adapters)


Coding agents (harnesses opinativos)


Durable execution (camada abaixo de Wake)

  • Temporal — Workflow engine genérico, multi-language. Integração com OpenAI Agents SDK GA Mar 2026.
  • Restate — Durable handlers, journal-backed step replay, Pydantic AI integration.
  • DBOS — Postgres/SQLite-backed durable workflows.
  • Inngest — Event-driven durable execution.
  • Inngest AgentKit — TypeScript multi-agent networks.
  • Trigger.dev — TS-first durable workflows.
  • Conductor OSS — Netflix event-driven, Apache 2.0.
  • Cloudflare Workflows — Platform-specific.

Sandbox-as-a-service

  • E2B — Firecracker microVMs, ~150ms cold start, open core MIT.
  • Daytona — Docker-based, sub-90ms cold start.
  • Modal — Serverless GPU + sandbox.
  • Vercel Sandbox — Firecracker microVMs.
  • Riza — Code interpreter alternative.
  • Pyodide — Python in WASM.

Memória (camada paralela)

  • Letta (ex-MemGPT) — Memory-first agent runtime, three-tier core/recall/archival.
  • Mem0 — Universal memory layer, 21+ framework integrations, Apache 2.0.
  • Zep / Graphiti — Temporal knowledge graph.
  • Cognee — GraphRAG, deep knowledge retrieval.

Observabilidade (consumers do event log)


Model routing


Specs / protocolos abertos


Papers (relevantes para arquitetura)


Outras leituras úteis

Sobre design de event-sourced systems

Sobre sandbox security

Sobre WSGI/ASGI (analogia da HarnessAdapter)

Sobre Temporal / durable execution


Comunidade e discussões


Eventos de mercado relevantes (2024-2026)

  • Anthropic lança Claude Code (2024)
  • MCP é open-sourced (Nov 2024)
  • OpenHands ganha Series A $18.8M (2025)
  • Anthropic publica engineering post sobre Managed Agents (2026)
  • Anthropic open-sources sandbox-runtime (2026)
  • Multica explode com 10k+ stars Q1-Q2 2026
  • Microsoft Agent Framework v1.0 GA (Apr 2026)
  • LangChain Deep Agents Deploy lançado (Q1 2026)
  • Langfuse acquired by ClickHouse $400M Series D (Jan 2026)
  • Open Agent Specification publicado por Oracle + MS + Google (2026)

Esta lista é viva

Atualizada conforme novos projetos / papers / posts aparecerem. PRs adicionando recursos relevantes são bem-vindos.

Critério para inclusão: o recurso deve ter impactado ou influenciado decisão de design em Wake, ou ser potencial componente reusável, ou ser competidor/adjacente a tracking.