[PR #859] [CLOSED] Add AEGIS — reliability middleware for LLM agents (exactly-once + HITL + billing) #8503

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GiteaMirror · 2026-06-06T20:52:36-05:00

GiteaMirror commented

2026-06-06 20:52:36 -05:00

📋 Pull Request Information

Original PR: https://github.com/Shubhamsaboo/awesome-llm-apps/pull/859
Author: @cstamigo-droid
Created: 6/4/2026
Status: ❌ Closed

Base: main ← Head: main

📝 Commits (1)

76c1bc6 Add AEGIS — HITL reliability layer for AI agents

📊 Changes

1 file changed (+1 additions, -0 deletions)

View changed files

📝 README.md (+1 -0)

📄 Description

AEGIS

A reliability middleware for teams shipping LLM-powered agents to production.

What it solves:

Duplicate actions when agents retry on failure
No human checkpoint before consequential actions (send email, move money, deploy code)
No cost visibility per tenant or per agent run

Validated: 500 concurrent requests on real PostgreSQL (Testcontainers, not mocks), 41 tests, MIT license.

SDK: pip install aegis-idempotency
GitHub: https://github.com/cstamigo-droid/aegis-idempotency
Hosted API: https://aegis-idempotency-production.up.railway.app/docs

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/Shubhamsaboo/awesome-llm-apps/pull/859 **Author:** [@cstamigo-droid](https://github.com/cstamigo-droid) **Created:** 6/4/2026 **Status:** ❌ Closed **Base:** `main` ← **Head:** `main` --- ### 📝 Commits (1) - [`76c1bc6`](https://github.com/Shubhamsaboo/awesome-llm-apps/commit/76c1bc6e6ca0a6e0653ae6b832d55c7c2592fe8e) Add AEGIS — HITL reliability layer for AI agents ### 📊 Changes **1 file changed** (+1 additions, -0 deletions) <details> <summary>View changed files</summary> 📝 `README.md` (+1 -0) </details> ### 📄 Description ## AEGIS A reliability middleware for teams shipping LLM-powered agents to production. **What it solves:** - Duplicate actions when agents retry on failure - No human checkpoint before consequential actions (send email, move money, deploy code) - No cost visibility per tenant or per agent run **Validated:** 500 concurrent requests on real PostgreSQL (Testcontainers, not mocks), 41 tests, MIT license. - SDK: `pip install aegis-idempotency` - GitHub: https://github.com/cstamigo-droid/aegis-idempotency - Hosted API: https://aegis-idempotency-production.up.railway.app/docs --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-06-06 20:52:36 -05:00

GiteaMirror closed this issue

2026-06-06 20:52:37 -05:00

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Reference: github-starred/awesome-llm-apps#8503