Go Concurrency Pipelines
Every goroutine needs an owner, a stop condition, and a completion path. Bound
admission before optimizing throughput.
Core Workflow
- Define input, output, ordering, partial-result, and failure contracts.
- Prefer a synchronous or iterator API unless callers need channel mechanics.
- Assign ownership of goroutines, channel closure, timers, and cancellation.
- Bound concurrency, queues, retries, and memory together.
- Make every blocking send, receive, and wait cancellation-aware.
- Join all owned goroutines on success, failure, cancellation, and early exit.
- Test lifecycle behavior with barriers and deadlines rather than sleeps.
- Review shared maps, slices, locks, wait groups, and copied synchronization values.
- Run race checks and inspect leak-prone paths.
Read Next
| Task |
Load |
| Design a pipeline |
guidelines.md, workflows/design-cancellable-pipeline.md |
| Review goroutine ownership |
workflows/review-goroutine-lifecycle.md |
| Test concurrency deterministically |
workflows/test-concurrency-contract.md |
| Choose channels, iterators, buffers, or ordering |
references/concurrency-pipelines/knowledge.md, references/concurrency-pipelines/rules.md |
| Review mutexes, WaitGroup, errgroup, or shared collections |
references/concurrency-pipelines/rules.md, references/concurrency-pipelines/examples.md |
| Review patterns |
references/concurrency-pipelines/examples.md |
Guardrails
- Only a sender that owns completion closes a channel.
- Do not use a buffer as a substitute for cancellation and joining.
- Do not expose internal channels when an iterator or synchronous result suffices.
- Do not assume
select guarantees fairness.
- Do not multiply a concurrency limit through hidden retries or nested fan-out.
- Do not prove timing behavior with arbitrary sleeps.
- Do not copy values containing mutexes, wait groups, conditions, or other sync state.
- Do not detach work from a request without a new bound, owner, error sink, and join policy.
Source Notes
Guidance is transformed and paraphrased from Inanc Gumus, Go by Example:
Programmer's Guide to Idiomatic and Testable Programs (Manning, 2025),
Chapters 6-7 and Appendix E. Examples are original.
Synchronization, context, and shared-collection guidance also incorporates
transformed material from Teiva Harsanyi, 100 Go Mistakes and How to Avoid
Them (Manning, 2022), Chapters 8-9.
Book: https://www.manning.com/books/go-by-example
Verify language and API behavior against https://go.dev/ref/spec,
https://pkg.go.dev/context, https://pkg.go.dev/iter, and
https://go.dev/doc/articles/race_detector.
1---2name: go-concurrency-pipelines3description: Design, implement, test, and review bounded in-process Go concurrency using goroutines, channels, iterators, mutexes, shared collections, WaitGroup, errgroup, backpressure, ordering, cancellation, and deterministic lifecycle checks. Use when building worker pools, streaming pipelines, concurrent batches, background stages, or diagnosing races, goroutine leaks, blocked operations, synchronization ownership, and shutdown failures.4license: MIT5---67# Go Concurrency Pipelines89Every goroutine needs an owner, a stop condition, and a completion path. Bound10admission before optimizing throughput.1112## Core Workflow13141. Define input, output, ordering, partial-result, and failure contracts.152. Prefer a synchronous or iterator API unless callers need channel mechanics.163. Assign ownership of goroutines, channel closure, timers, and cancellation.174. Bound concurrency, queues, retries, and memory together.185. Make every blocking send, receive, and wait cancellation-aware.196. Join all owned goroutines on success, failure, cancellation, and early exit.207. Test lifecycle behavior with barriers and deadlines rather than sleeps.218. Review shared maps, slices, locks, wait groups, and copied synchronization values.229. Run race checks and inspect leak-prone paths.2324## Read Next2526| Task | Load |27|---|---|28| Design a pipeline | `guidelines.md`, `workflows/design-cancellable-pipeline.md` |29| Review goroutine ownership | `workflows/review-goroutine-lifecycle.md` |30| Test concurrency deterministically | `workflows/test-concurrency-contract.md` |31| Choose channels, iterators, buffers, or ordering | `references/concurrency-pipelines/knowledge.md`, `references/concurrency-pipelines/rules.md` |32| Review mutexes, WaitGroup, errgroup, or shared collections | `references/concurrency-pipelines/rules.md`, `references/concurrency-pipelines/examples.md` |33| Review patterns | `references/concurrency-pipelines/examples.md` |3435## Guardrails3637- Only a sender that owns completion closes a channel.38- Do not use a buffer as a substitute for cancellation and joining.39- Do not expose internal channels when an iterator or synchronous result suffices.40- Do not assume `select` guarantees fairness.41- Do not multiply a concurrency limit through hidden retries or nested fan-out.42- Do not prove timing behavior with arbitrary sleeps.43- Do not copy values containing mutexes, wait groups, conditions, or other sync state.44- Do not detach work from a request without a new bound, owner, error sink, and join policy.4546## Source Notes4748Guidance is transformed and paraphrased from Inanc Gumus, *Go by Example:49Programmer's Guide to Idiomatic and Testable Programs* (Manning, 2025),50Chapters 6-7 and Appendix E. Examples are original.5152Synchronization, context, and shared-collection guidance also incorporates53transformed material from Teiva Harsanyi, *100 Go Mistakes and How to Avoid54Them* (Manning, 2022), Chapters 8-9.5556Book: https://www.manning.com/books/go-by-example5758Verify language and API behavior against https://go.dev/ref/spec,59https://pkg.go.dev/context, https://pkg.go.dev/iter, and60https://go.dev/doc/articles/race_detector.
LVTD-LLC