Latest
What Is Stale AI Flag Cleanup?
A practical guide to finding and removing stale AI feature flags before old prompts, model routes, and agent permissions become technical debt.
AI Release EngineeringFeature FlagsTechnical Debt
Read article
FeatBit Blog
AI Friendly Feature Flag & AB Testing Platform.
Practical notes on progressive delivery, experimentation, self-hosting, AI-native release engineering, and the operating habits behind safer software launches.
273
articles on building, releasing, and improving software.
Showing 157–168 of 273 articles
Page 14 of 23
Latest
Stale Model Flag Cleanup: How to Retire AI Rollout Flags Safely
A practical cleanup playbook for retiring AI model rollout flags after a model decision, without losing rollback safety or observability.
AI Release EngineeringFeature FlagsDeveloper Workflow
Read article
Latest
Stale Flag Cleanup Automation: A Safe Developer Workflow
A practical tutorial for automating stale feature flag detection, evidence checks, cleanup pull requests, and safe flag retirement.
Developer WorkflowFeature Flag Lifecycle ManagementFeature Flags
Read article
Latest
How to Use an MCP Server for Feature Flag Operations
A practical tutorial for connecting AI assistants to FeatBit feature flag operations through MCP without losing review, rollout, and audit discipline.
Developer WorkflowAI Release EngineeringFeature Flags
Read article
Latest
LLM-Powered Coding Assistants Need Release Control, Not Blind Trust
A practical operating model for routing, comparing, rolling out, and rolling back LLM-powered coding assistants without turning every generated pull request into production risk.
Developer WorkflowAI Release EngineeringFeature Flags
Read article
Latest
Feature Flags for AI-Generated Code: A Release Safety Playbook
A practical playbook for using feature flags to ship AI-generated code safely, limit blast radius, collect rollout evidence, and roll back without redeploying.
Developer WorkflowAI Release EngineeringFeature Flags
Read article
Latest
Which Feature Flag Platform Supports an MCP Server?
A practical guide to MCP support in feature flag platforms, including what to verify before giving AI assistants access to flag workflows.
MCPFeature FlagsAI Agents
Read article
Latest
How to Detect Stale AI Feature Flags Before They Become Debt
A practical detection workflow for finding stale AI feature flags with lifecycle metadata, rollout evidence, repository references, and owner review.
Developer WorkflowAI Release EngineeringFeature Flag Lifecycle Management
Read article
Latest
AI-Powered Flag Cleanup: A Reviewable Workflow for Removing Feature Flag Debt
A practical workflow for using AI to find stale feature flags, remove dead branches, preserve auditability, and reduce flag debt without handing production cleanup to an unchecked agent.
Best PracticeAIFeature Flags
Read article
Latest
AI-Assisted Flag Management: A Practical Workflow for Developers
A developer tutorial for using AI to draft feature flags while keeping FeatBit rollout control, approvals, telemetry, and cleanup deterministic.
AIFeature FlagsDeveloper Workflow
Read article
Latest
Search-Only Agent Tool Policies: A Safe Default for Production AI Agents
Learn how to design a search-only tool policy for production AI agents, using feature flags to allow evidence gathering while blocking writes, external actions, and risky tool escalation.
AI Release EngineeringAgent OperationsFeature Flags
Read article
Latest
Runtime Primitives for Agentic Software: What Belongs in the Control Plane
A platform-team guide to deciding which AI agent controls should become shared runtime primitives instead of one-off configuration switches.
AI Release EngineeringAgent OperationsFeature Flags
Read article