ai-engineeringai-coding-agentsspec-driven-development
Preparing Specs for AI Coding Agents
How to give AI coding agents the right context, boundaries, examples, and validation criteria before they start changing a repository.
· Forkline Team Blog
Latest from Forkline
News, updates, and insights about AI-powered software development.
· Forkline Team 
ai-runnersticket-automationci-cd
Ticket-driven AI Automation
How engineering teams can turn bounded issues into AI runner work that produces reviewable branches, pull requests, CI evidence, and human-controlled merge decisions.
· Forkline Team 
ai-runnersagent-transparencycode-review
What a Runner Summary Should Show
How runner summaries help teams verify AI-generated code work through task input, model audit, pull requests, CI, and reviewable Git artifacts.
· Forkline Team 
ai-runnersdeveloper-productivityengineering-throughput
AI Throughput Needs Visible Work
Why AI engineering throughput depends on tasks, pull requests, CI evidence, review gates, and artifacts teams can measure.
· Forkline Team 
byomai-runnersmodels
Bring Your Own Model to AI Runners
How Forkline separates model choice from runner execution so teams can use their own providers while keeping repo work reviewable.
· Alexander Gil Casas 
kubernetesingress-nginxsecurity
ingress-nginx Security Update
Forkline ingress-nginx now tracks NGINX 1.30.1 to address CVE-2026-42945 and keep existing ingress-nginx installations on a maintained path.
· Forkline Team 
cigithub-actionsai-runners
Fix failing GitHub Actions
How AI runners can turn a red GitHub Actions run into a reviewable fix without hiding the work.
· Alexander Gil Casas 
ai-runnersagentscomparison
AI Agents vs Runners
Private AI coding tools help individuals. Forkline runners make AI work visible company infrastructure: tickets, repos, CI, and review.
· Alexander Gil Casas 
announcementlaunchproduct
We're Live!
Forkline is now in production. Connect your repositories and start delegating work to AI agents today. No infrastructure needed. No lock-in. Just results.
· Forkline Team