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VOL.2026.08.22 Today's call 1 min read

AI agent infrastructure boom: memory, observability, human-in-the-loop become new battlegrounds

Saturday, August 22, 2026

3
worth watching: Actx0, AgentSight, Argentic
1
trend: dense emergence of agent infrastructure layer
2
abnormal growth: dsh-im, stop-that-shit
01

Today's Observations

6 picks

No products worth expanding on today, but there are dense signals in the agent infrastructure layer.

01

Actx0

Memory infrastructure for AI agents. Memory is a long-term asset for agents, applicable to any personalized service.

02

AgentSight

eBPF-based observability for AI agents, no code changes. Observability is a blind spot in agent ops; non-invasive solutions are portable.

03

Argentic

An L402 Lightning toll booth for AI scraping agents. Charging for agent access, applicable to content paywalls and API billing.

04

Trend

The agent infrastructure layer is densely emerging: memory, observability, human-in-the-loop, permission control, model routing, etc., indicating that agent applications are maturing and need supporting underlying services.

05

Abnormal Growth

dsh-im and stop-that-shit gained attention in the open-source community; the former connects IM bots to DeepSeek Harness, the latter stops behavior creep in AI coding agents.

06

Big Tech Moves

Vercel released fx, an open-source coding agent, and updated AI Gateway to support DeepSeek V4 Flash Vision; Google DeepMind partnered with game studios to prototype AI gameplay.