# The algo records whose force is streaming_dataflow

This index as JSON: https://banes-lab.com/json/api/facets/algo/force/streaming-dataflow

## Entries

- [Streaming Dataflow](https://banes-lab.com/records/algo/streaming-dataflow.md): Process data through forward-only stages, preserve bounded memory, apply backpressure, checkpoint state where needed, and prefer stateless processing unless state is explicitly modeled.
- [Architecture Fitness Function Generation](https://banes-lab.com/records/algo/architecture-fitness-function-generation.md): Convert mandatory and high-impact recommended records into executable fitness functions by binding detected_by signals to checks, measured_by fields to thresholds, and enforced_by fields to pipeline gates.
- [Streaming Dataflow](https://banes-lab.com/records/algo/architecture-streaming-dataflow.md): Process data sequentially through bounded pipeline stages, preserve forward-only semantics where required, apply backpressure, and keep stages stateless unless state is explicitly modeled.
- [Automation Kernel](https://banes-lab.com/records/algo/automation-kernel.md): Load configuration, verify capabilities, initialize knowledge, detect static patterns, classify automation opportunity, analyze conventions, assess scale and performance, design dynamic architecture, optionally implement, validate, update knowledge, and report.
- [Rollback-Centered Execution](https://banes-lab.com/records/algo/rollback-centered-execution.md): Before each destructive or high-risk phase, create a checkpoint, execute actions, verify results, and roll back immediately on critical action or verification failure.
- [<Living Accumulation Concern>](https://banes-lab.com/records/algo/living-accumulation-concern.md): <Compose prior memory as disclosed evidence> → <Capture only same-turn verified deltas> → <Merge idempotently by stable identity, bounded> → <Version and log only real change> → <Persist against the connection fork> → <Overlay onto the immutable baseline>
- [Backup-Verified Migration](https://banes-lab.com/records/algo/backup-verified-migration.md): For each target class, create a recoverable checkpoint, refactor it to extend or use the abstraction, verify the removed anti-pattern no longer exists, and restore from backup on failure.