Blog

Engineering writing, not marketing filler

Original explanations, workflows, and evaluation frameworks for the problems RepoFixer actually works on: backlog automation, dependency maintenance, flaky tests, and agent isolation.

Platform & Infrastructure
Read Article
Managed vs. BYOS Execution for Coding Agents
The tradeoffs between managed and bring-your-own-server execution models for coding agents, and why the two rarely offer identical guarantees on day one.
R
RepoFixer TeamJuly 14, 2026
2 min read
Engineering Management
Read Article
How Engineering Managers Can Evaluate Backlog Automation
A framework for evaluating a backlog-automation tool without relying on vendor-supplied ROI numbers: what to pilot, what to measure, and what questions to ask about review governance.
R
RepoFixer TeamJuly 7, 2026
2 min read
Security & Trust
Read Article
How to Sandbox AI Coding Agents
What sandboxing a coding agent actually requires (execution isolation, credential scoping, and a data-access boundary) and where a real implementation has to make hard tradeoffs.
R
RepoFixer TeamJune 30, 2026
2 min read
Flaky Tests
Read Article
Where Automated Flaky-Test Fixes Still Need Human Judgment
Automated flaky-test remediation can investigate and propose a fix, but deciding whether the fix addresses the real cause is still a human call. Here's why.
R
RepoFixer TeamJune 23, 2026
2 min read
Dependency Maintenance
Read Article
A Safe Workflow for Automating Dependency Updates
A practical, tool-agnostic workflow for automating routine dependency updates without giving up review control or risking silent breakage.
R
RepoFixer TeamJune 16, 2026
3 min read
Backlog Automation
Read Article
Coding Agents vs. Coding Assistants
The practical difference between a coding assistant you drive turn-by-turn and a coding agent that executes a scoped task end to end.
R
RepoFixer TeamJune 9, 2026
2 min read
Backlog Automation
Read Article
What Is Engineering Backlog Automation?
A working definition of engineering backlog automation, what kind of tickets it applies to, and how it differs from generic AI code generation.
R
RepoFixer TeamJune 2, 2026
3 min read

Engineering writing, not marketing filler

Managed vs. BYOS Execution for Coding Agents

How Engineering Managers Can Evaluate Backlog Automation

How to Sandbox AI Coding Agents

Where Automated Flaky-Test Fixes Still Need Human Judgment

A Safe Workflow for Automating Dependency Updates

Coding Agents vs. Coding Assistants

What Is Engineering Backlog Automation?