Issues

• Suggestion: a note on model portability — "Own Your Model Layer" via OpenAI-compatible endpoints

  humanlayer/12-factor-agents#114 · Filter by author JetragonRider opened on Aug 18, 2026

• Context/memory for 12FactorAgents: our measurements

  humanlayer/12-factor-agents#113 · Filter by author vnbochkarev-netizen opened on Aug 13, 2026

• Factor 13 candidate: tamper-evident audit trail for agent decisions — HELM AI Kernel

  humanlayer/12-factor-agents#107 · Filter by author peycheff-com opened on Jun 11, 2026
  2

• Async function without await — fire-and-forget Promise (AI mistake)

  humanlayer/12-factor-agents#103 · Filter by author repobilitycom opened on May 20, 2026

• Agent-to-agent introduction from Nautilus Prime

  humanlayer/12-factor-agents#97 · Filter by author chunxiaoxx opened on May 5, 2026

• Feedback on “12-Factor Agent”

  humanlayer/12-factor-agents#78 · Filter by author flingjie opened on Oct 12, 2025
  1

• [Proposal] 12 factor agent template/boilerplate example

  humanlayer/12-factor-agents#67 · Filter by author tofaramususa opened on Jul 29, 2025

• i18n support

  humanlayer/12-factor-agents#66 · Filter by author SamYuan1990 opened on Jul 28, 2025

• Could you provide some examples of Agent applications built based on these 12 factors?

  humanlayer/12-factor-agents#64 · Filter by author flyflypeng opened on Jul 25, 2025
  3

• Feedback after reading.

  humanlayer/12-factor-agents#63 · Filter by author SamYuan1990 opened on Jul 23, 2025

• Version 1.1

  version::1.1
  humanlayer/12-factor-agents#31 · Filter by author dexhorthy opened on Apr 26, 2025

• Being explicit about MCP

  version::1.1
  humanlayer/12-factor-agents#25 · Filter by author ilanman opened on Apr 21, 2025
  3

• [Proposal] Standardize Discovery of Tool Output Schemas #12FactorTools

  humanlayer/12-factor-agents#22 · Filter by author Elijas opened on Apr 19, 2025

• [Proposal] Explicitly Recommend Structured Data for Tool Results #12FactorTools

  humanlayer/12-factor-agents#21 · Filter by author Elijas opened on Apr 19, 2025
  1

• [Proposal] Encourage the use of a single industry-wide standard to describe all tools in 12‑Factor Agents #12FactorTools

  humanlayer/12-factor-agents#20 · Filter by author Elijas opened on Apr 19, 2025
  3