Features / Feature flags

Move fast. Without breaking things.

At Spotify, 300+ teams ship independently—without stepping on each other's toes, coordinating deployments, or waking up to incidents. Feature flags are how we do it. Now you can too, for free.

Start free trial Contact sales

Shipping fast shouldn't mean shipping scared

Most teams face a choice: move fast and accept the risk, or move slowly and stay safe. Coordinated deploy windows, all-or-nothing releases, and a bad merge can make either option painful. Feature flags eliminate the tradeoff. Ship code continuously and release features on your terms.

Decouple shipping from releasing

The fastest teams don't ship less—they ship smarter. Code goes to production continuously. Features go live when you decide, to whoever you choose, at whatever pace feels right. Ramp from your team to 10%, 50%, then everyone. If something goes wrong, revert in one click—no deploy, incident bridge, or 2am PR.

Rollout dashboard showing passed health checks, guardrail metrics, and reach progress at 50%

One flag. High velocity. Team sport.

Flags in Confidence aren't limited to on/off toggles. Typed configuration schemas can govern layout, copy, model versions, timeout values, and feature visibility together. Engineers define the schema once; product managers can then create variants and adjust behavior without code or a ticket.

Feature flag editor showing typed configuration, variants, and targeting rules

Fast everywhere, consistent everywhere

Flag resolution has to be instant or it becomes a problem itself. Confidence is built for high performance at every layer.

Mobile

Flags resolve and cache at session start. Every subsequent lookup has zero network latency.

Edge

Resolvers in more than 100 locations keep server-rendered workloads under 10ms.

Sidecar

Run the resolver beside your service and reduce evaluation to an intra-pod call.

Centrally managed

Multi-region, zero-ops resolution with automatic failover for teams that want it handled.

The same user ID gets the same variant on iOS, Android, web, and backend—deterministically, every time.

From internal test to full rollout, without switching tools

Spotify's teams take every feature through the same proven path. One flag carries the feature from first commit to full release.

Override yourself

See the new experience in production before anyone else does.

Employee test

Validate with real traffic conditions and an internal audience.

Gradual rollout

Ramp from 1% to 100% at your pace, with instant rollback at every stage.

Fully shipped

Keep the flag as a safety net until you're certain it is no longer needed.

Manage flags without leaving your editor

The Confidence Flag MCP Server connects Claude Code, Cursor, and VS Code directly to your live flag environment. No context switching. No separate UI. Just ask.

Check status without breaking flow

Ask for a flag's schema, variants, rollout percentage, and targeting rules without leaving the file you are working in.

Create and configure as you code

Set up a flag and its variants in the same conversation as the code that uses it.

Override for testing instantly

Create a personal targeting rule for QA without switching to a separate interface.

Keep your codebase clean

Find flags that are fully rolled out or no longer used and turn flag hygiene into routine work.

A companion Documentation MCP Server gives your AI assistant semantic search across Confidence docs. The full management API is available for CI/CD pipelines, ML platform integrations, and internal tooling.

Set up MCP

Autonomy with guardrails

Give teams the freedom to move fast, with the controls that keep releases safe at scale.

Review workflows

Require peer review before a flag rule goes live—the same rigor as a code review.

Role-based access

Give teams ownership of their flags while protecting sensitive surfaces.

Audit logs

Keep a complete record of every change: who made it, when, and from which state.

OpenFeature standard

Keep application code vendor-neutral with the CNCF feature flag standard.

Feature flagging built at Spotify scale

300+: Spotify teams shipping independently
0: Deploy coordination required
< 10ms: Edge flag resolution
100+: Edge locations worldwide

Get Started

Ship like Spotify's 300+ teams do.

Start free trial Contact sales

Features / Feature flags

Move fast. Without breaking things.

At Spotify, 300+ teams ship independently—without stepping on each other's toes, coordinating deployments, or waking up to incidents. Feature flags are how we do it. Now you can too, for free.

Start free trial Contact sales

Shipping fast shouldn't mean shipping scared

Decouple shipping from releasing

One flag. High velocity. Team sport.

Fast everywhere, consistent everywhere

Flag resolution has to be instant or it becomes a problem itself. Confidence is built for high performance at every layer.

Mobile

Flags resolve and cache at session start. Every subsequent lookup has zero network latency.

Edge

Resolvers in more than 100 locations keep server-rendered workloads under 10ms.

Sidecar

Run the resolver beside your service and reduce evaluation to an intra-pod call.

Centrally managed

Multi-region, zero-ops resolution with automatic failover for teams that want it handled.

The same user ID gets the same variant on iOS, Android, web, and backend—deterministically, every time.

From internal test to full rollout, without switching tools

Spotify's teams take every feature through the same proven path. One flag carries the feature from first commit to full release.

Override yourself

See the new experience in production before anyone else does.

Employee test

Validate with real traffic conditions and an internal audience.

Gradual rollout

Ramp from 1% to 100% at your pace, with instant rollback at every stage.

Fully shipped

Keep the flag as a safety net until you're certain it is no longer needed.

Manage flags without leaving your editor

The Confidence Flag MCP Server connects Claude Code, Cursor, and VS Code directly to your live flag environment. No context switching. No separate UI. Just ask.

Check status without breaking flow

Ask for a flag's schema, variants, rollout percentage, and targeting rules without leaving the file you are working in.

Create and configure as you code

Set up a flag and its variants in the same conversation as the code that uses it.

Override for testing instantly

Create a personal targeting rule for QA without switching to a separate interface.

Keep your codebase clean

Find flags that are fully rolled out or no longer used and turn flag hygiene into routine work.

Set up MCP

Autonomy with guardrails

Give teams the freedom to move fast, with the controls that keep releases safe at scale.

Review workflows

Require peer review before a flag rule goes live—the same rigor as a code review.

Role-based access

Give teams ownership of their flags while protecting sensitive surfaces.

Audit logs

Keep a complete record of every change: who made it, when, and from which state.

OpenFeature standard

Keep application code vendor-neutral with the CNCF feature flag standard.

Feature flagging built at Spotify scale

300+: Spotify teams shipping independently
0: Deploy coordination required
< 10ms: Edge flag resolution
100+: Edge locations worldwide

Get Started

Ship like Spotify's 300+ teams do.

Start free trial Contact sales