Archify ReAct Loop
Context Compaction Workflow
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1
Prompt Ingestion & PII Redaction
Guardrails
Deterministic ISO 7064 IBAN & Luhn credit card masking with zero-latency regex checks.
2
Deterministic Tool Output Pruning
KV Cache
Prunes excessive tool outputs while protecting initial user wireframes.
3
Quantized Image Batch Eviction
Multimodal
Evicts visual screenshots in fixed quantum chunks to preserve server-side prompt cache hits.
4
Sandbox Execution & Observation
Isolated Runtime
Executes non-root bash commands, writes code files, and captures outputs back into ReAct context.
5
Humanized Feed & Deliverable Artifact
SSE Streaming
Transforms technical shell outputs into executive cards and delivers compiled apps/PDFs as output.
Interactive Step Inspector
Click on any workflow step above to inspect token compression math, prompt caching invariants, and sandbox boundaries.