Local Hybrid Search: Retrieval Without a RAG Pipeline
Two weeks ago I wrote about what changes when you keep the model fixed and swap the harness. The short version: the wrapper matters more than people assume.
Articles
SearchTopic
ARTIFICIAL INTELLIGENCE
CI/CD
CLOUD NATIVE
DEVOPS
HASHICORP
INFRASTRUCTURE AS CODE
PLATFORM ENGINEERING
SECURITY
AuthorPaul Strebenitzer
Martin Buchleitner
Edmund Haselwanter
Juergen Brueder
Matthias Theuermann
Marina Brooks
Infralovers Team
Theresa Wallas
Miriam Grainer
Jan Klare
Same Model, Four Harnesses: What Actually Changes When Only the Wrapper Changes
I ran the same coding task through four AI coding tools this week - opencode, Pi, GitHub Copilot in VS Code, and Claude Code - all driven by the same local
Context Engineering: Why Less Context Makes Better Agents
Update June 2026. I wrote this in March. Three months and several studies later, the thesis has held up but sharpened. Rather than writing a second article, I
57% Cost Cut: Model Routing for Multi-Agent Systems
One line of YAML. That was it. 1model: sonnet This single line in an agent's frontmatter reduced our per-run costs for one of the most-used agents in our
Form-Factor Beats Model: The Real Break in AI Coding
The current debate around Claude Code and Open Code is mostly told as a pricing dispute: Anthropic locked third-party apps out of the subsidized subscription
Showing of