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url: /guide/articles.md
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# Articles

Practical guides for engineering leaders and platform teams evaluating Twilic. Each article connects a real-world adoption pattern — drawn from how organizations use compact binary serialization today — to concrete Twilic capabilities and rollout steps.

## By Topic

### Infrastructure and cost

* [Cut Infrastructure Costs with Safer Caching](/guide/articles/cut-infrastructure-costs-with-safer-caching) — Reduce Redis and Memcached memory pressure without a risky big-bang migration
* [Building the Adoption Business Case](/guide/articles/building-the-adoption-business-case) — ROI checklist, stakeholder talking points, and pilot design

### Data pipelines and observability

* [Telemetry and Event Pipelines at Scale](/guide/articles/telemetry-and-event-pipelines-at-scale) — Smaller agent payloads, lower egress, faster parsing at millions of events per minute

### Application architecture

* [Internal APIs Without Protobuf Overhead](/guide/articles/internal-apis-without-protobuf-overhead) — Compact service-to-service payloads while keeping schema-less flexibility
* [Real-Time Dashboards and Streaming](/guide/articles/real-time-dashboards-and-streaming) — Stateful compression for WebSockets, live metrics, and incremental sync

### Migration

* [Migrating from MessagePack](/guide/articles/migrating-from-messagepack) — Side-by-side rollout, compatibility strategy, and when Twilic is worth the switch
* [Migrating from Protobuf](/guide/articles/migrating-from-protobuf) — Dual content-type rollout, gRPC replacement patterns, and when to keep Protobuf

## Start Here

If you are new to Twilic, read [Business Use Cases](/guide/business-use-cases) for a scenario map, then pick the article closest to your team's pain point.

For hands-on evaluation, clone the [Examples](https://github.com/twilic/examples) repository and compare payload sizes on workloads that match your production data.