Fetching from the wire…
01
02
03
04
05
06
07
08
Public story · 2026-03-05 · source-backed
Each link below shares sources, entities, or timing with this story.
Alibaba OpenSandbox (6.3K stars) — Isolated execution environments for AI agents. Docker, K8s, gVisor, Firecracker. The missing infrastructure for safely executing agent-generated code. GitHub Agency-Agents (6.1K stars, +1,469 today) — 55+ specialized agent personalities acros...
GitNexus (9.8K stars, +6,262/week) — TypeScript tool indexing any codebase into a knowledge graph with 7 MCP tools. Supports 11 languages. Complete architectural awareness in a single agent tool call. GitHub Shannon (31.4K stars, +2,926 today) — Autonomous AI pentester combini...
KeygraphHQ/shannon published v3.0.0 at 09:16 UTC on September 2, following v2.7.0 (Aug 28), v2.6.0 (Aug 27) and v2.5.4 (Aug 26). The AGPL-3.0 TypeScript project reads your source, identifies attack vectors, and runs exploits against web apps and APIs to prove vulnerabilities b...
I check Product Hunt maybe once a week and usually regret it. Today's board is worth reading as market structure. The July 30 leaderboard: SKI at 277 upvotes (free voice input for Claude Code and Codex). AI Search Console at 249 (prompt analytics and citation mapping). Memmy A...
General-purpose sandbox platform for AI applications. Docker/K8s runtimes for coding agents, GUI agents, evaluation, and RL training. Ships with Claude Code, Google ADK, and OpenAI Codex integrations. The infrastructure gap for running agents safely in production just got fill...
Three competing approaches to agent memory all trending simultaneously: - ReMe (1.7K stars) — File-first, stores as readable Markdown. Lightweight. GitHub - MemOS (6.2K stars) — Graph-based memory OS. Claims 43.7% higher accuracy vs OpenAI Memory. GitHub - Context Engineering...
MindPattern daily
One email a day at 7 AM. Sources and a take on every story. Unsubscribe anytime.