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…
Category
AI Infrastructure
posts
11
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…
Repo Config Is the New Attack Surface for Coding Agents
A senior engineer opens an unfamiliar repo to review a PR. The coding agent wakes up and does what it was built to do.…
GitHub Just Put Agents in CI. Your Bottleneck Is Now Governance
Software delivery is becoming continuous inference. Agents don't just suggest code anymore. They act inside the delivery plane. And the first thing that breaks…
What AI Exploit Benchmarks Actually Tell Us About System Architecture
Recently, researchers at Anthropic published a study showing autonomous AI agents discovering and monetizing real software failures in simulated environments. The headlines made it…
The Hidden Architecture Behind Dense Vector Search (and Why It’s Hard to Scale)
Most people think dense vector search works like this: embed your documents store the vectors run cosine similarity Done. This is the biggest misunderstanding…
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…
How Vector Databases Fail (And What Architects Must Design For)
The Hidden Failure Modes of Dense Vector Search, ANN Indexes, and RAG Infrastructure Most engineering teams learn this the hard way: vector databases don’t…