json-patch

A config distribution service written in Python, with server-side document-level JSON patching

Minimal JSON Patch (RFC 6902) operational differential engine supporting atomic state sync

Minimal JSON Patch (RFC 6902) operational differential engine supporting atomic state sync

Autonomous web checkout form field analyzer and heuristic autofill engine resolving buyer parameters

Autonomous web checkout form field analyzer and heuristic autofill engine resolving buyer parameters

Real-time acoustic noise floor estimator and spectral gate suppressing ambient reverberation

Real-time acoustic noise floor estimator and spectral gate suppressing ambient reverberation

Adaptive token bucket concurrency rate limiter and backoff scheduler preventing HTTP 429 exceptions

Adaptive token bucket concurrency rate limiter and backoff scheduler preventing HTTP 429 exceptions

Semantic prompt cache deduplicator calculating Jaccard token overlap to prevent redundant LLM cost

Semantic prompt cache deduplicator calculating Jaccard token overlap to prevent redundant LLM cost

[EMNLP 2026 Industry] "What Else Needs Fixing? Exploring Cost-Effective Test-Time Compute for Revision Propagation in Artifacts Generated Through Conversation"

A governance kernel that lets an untrusted proposer (LLM, search, rules) edit a state document while holding guarantees that do not depend on the proposer. Termination from a well-founded measure, not from memoisation.

A PATCH framework for Python

Diff and patch for text (unified diff) and structured data (JSON Patch that round-trips). Pure Python, zero dependencies.

Forgiving JSON (JSON5: comments, trailing commas) plus JSON Pointer and JSON Patch for surgical edits by path. Pure Python, zero dependencies.

Git-like change control for AI survey operations. Survit is a schema-first, AI-native research survey builder to generate, edit, and distribute academic surveys via natural language chat with complete safety, auditability, and rollback capability.

Applying JSON Patches in Python

Minimal RFC-6902 JSON Patch implementation for Python. Zero dependencies.

Domain-neutral critic→plan→execute loop for large LLM-generated JSON state. Surgical RFC 6902 patching with path_finder + context narrowing sub-agents. At 100 entities full-regen breaks (0% fix); this stack stays at 100% with 5× fewer tokens.