Silent Failure: What Running an Agent Fleet on OpenClaw Taught Me
One of my OpenClaw agents spent about ten weeks writing thoughtful weekly summaries of a feed that had gone completely empty. Every week it…
Tag
distributed systems
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16
Agent Cost Is a Scheduling Problem, Not a Billing Problem
The bill arrived, and it changed the conversation about agents. EY illustrates the shift with a single line: a chat that cost about four…
When the Description Becomes the Routing Table
Salesforce put Multi-Agent Orchestration into its Summer '26 release. That matters less because Salesforce did it, and more because Salesforce sits inside a very…
The Harness Is the Control Plane: A Distributed Systems View of Agent Failures
Nine seconds. That is how long it took an AI agent to delete PocketOS's production database in late April 2026. The agent (Cursor running…
Embedding Drift: Why Changing Your Model Re-Indexes Everything
You upgrade your embedding model. The new one benchmarks better, so you point your pipeline at it, ship it, and within a day retrieval…
The Hidden Complexity Behind Scaling Dense Vector Search
A systems-level explanation for engineers, architects, and anyone building RAG, search, or agent infrastructure. Dense retrieval looks clean on paper. You take an embedding…
Distributed Vector Search: How Real Vector Databases Scale Beyond One Machine
Why dense search becomes a routing, sharding, and distributed-systems problem Vector search looks simple when everything fits on one machine. It becomes a different…
The Write Path in Vector Databases (It’s a Distributed Systems Problem)
(Where Dense Search Becomes a Distributed Systems Problem) Most content about vector databases focuses on the glamorous part: fast queries, clever indexing, tight cosine…
Declared State Is Not Observed State
The dashboard is all green. Every health check is passing, every instance reports ready, the deploy went clean. And the system is down. Orders…
Akka Edge: Shaping the Future of Industry with Edge Computing
Introduction: navigating the digital revolution with Akka at the edge capabilities In the ever-evolving digital technology landscape, a significant shift is taking place, with…