Dispatches

writing

Thoughts on engineering leadership, distributed systems, architecture, and the craft of building software.

192 essays and counting

TagsAllagentsaiautonomous-aiawsbookscareercloudcomparisondockerecsenterprisekubernetesleadershipmcpnewsletternostalgiaopen-sourcepersonalsafetyterraformtools
YearAll2026202520242023202220212020201920182017201620152014201320122011201020092008
12 min read

gstack vs Loki Mode: 105,000 Stars Does Not Settle the Argument

One project has 105,637 stars. The other has 956. A 110x star gap does not reflect a 110x quality gap. A head-to-head between gstack and Loki Mode, with tests run in both repos.

aiagentsopen-sourcetools
8 min read

Open Source AI in 2026: Models, Tools, and Protocols

The open source AI ecosystem is no longer chasing proprietary models; it is building the infrastructure layer that proprietary systems depend on

aiopen-source
Blog | AskLokesh