October 27, 2026
Does your model know the library version you're using?
We tested six coding models on six libraries. Providing version-specific definitions through GitHits raised correct API calls from 60–68% to about 94%.
Topic
Engineering
9 posts in this topic.
October 22, 2026
Helping a coding agent check changes across repositories
A change in one project can break another. We tested how agents handle 42 tasks with source access through GitHits, local clones, or neither.
October 22, 2026
DeepInfer vs vLLM: how they run language models
We read DeepInfer and vLLM with GitHits to compare how applications call them, how they schedule work, and which hardware they support.
October 22, 2026
Checking dependency upgrades for changed defaults
A library upgrade can change your application without changing its code. We tested agents that compare default settings in the old and new releases.
October 15, 2026
Finding where a library error comes from with the GitHits API
An error message is a starting point. We tested an agent that searches the exact library version to find the file and function that produced it.
September 21, 2026
You might not read code anymore, but your agent has to
Software factories and agents still need to read code. GitHits provides infrastructure to discover open-source code and verify how it behaves.
August 27, 2026
How coding agents use GitHits across the software development lifecycle
How coding agents inspect external open-source dependencies across the software development lifecycle (SDLC).
August 24, 2026
Source code as primary context for coding agents
Coding agents should inspect source code directly, use deterministic search for retrieval, and reserve model reasoning for understanding and decisions.
July 16, 2026
Snoop away
What a user's full GitHits MCP trace revealed about slow indexing, excessive tool calls, JSON overhead, missing visibility, and what we're changing.