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lemony-ai

lemony-ai/cascadeflow

Cascading runtime for AI agents. Optimize cost, latency, quality, and policy decisions inside the agent loop.

12 Releases
Latest: 2mo ago
Release 1.2.0v1.2.0Latest
github-actions[bot]github-actions[bot]·2mo ago·April 2, 2026
GitHub

📋 Changes

  • feat(n8n): wire up PreRouter for complexity-based routing (#172) (c2f60a0)
  • fix(n8n): remove obsolete eslint-disable for no-var-requires (47e251b)
  • feat(harness): add trace export and offline cascade simulation (2ebab43)
  • fix(harness): wire query into instrumentation records for session.save -> simulate compatibility (54f65fc)
  • fix(harness): add query parameter to Anthropic stream wrapper (ad34841)
  • chore(n8n): bump to v1.3.0, move @langchain/core to peerDependencies (53b433f)
  • style: apply Black formatting to simulate.py and trace_simulation.py (ee7ca55)
  • feat(openclaw): add opt-in harness mode flags and docs (#173) (d6d6cf8)
  • + 5 more
v1.1.0
saschabuehrlesaschabuehrle·3mo ago·March 8, 2026
GitHub

📦 Highlights

  • 10x faster import: ~20ms via PEP 562 lazy loading (down from ~1900ms)
  • Proxy security: CORS opt-in, 10MB body limit, Bearer auth with constant-time comparison
  • Thread safety: Locking for SDK patch/unpatch, run counters, and record()
  • Performance: Pre-compiled regex in ComplexityDetector (~4x faster)
  • DX improvements: Actionable ImportError for missing integrations, removed deprecated CascadeAgent params, langchain optional extra

💥 Breaking Changes

  • `CascadeAgent` no longer accepts deprecated `config`, `tiers`, `workflows`, `enable_caching`, `cache_size`, `enable_callbacks` params
  • Proxy CORS default changed from `*` to `None` (opt-in via `cors_allow_origin`)
  • `rich` moved to optional extra (`pip install cascadeflow[rich]`)

📦 npm Packages

  • `@cascadeflow/core` 1.1.0
  • `@cascadeflow/ml` 1.1.0
  • `@cascadeflow/langchain` 1.1.0
  • `@cascadeflow/vercel-ai` 1.1.0
  • `@cascadeflow/paygentic` 1.1.0
  • `@cascadeflow/n8n-nodes-cascadeflow` 1.2.0

📋 Full Changelog

  • https://github.com/lemony-ai/cascadeflow/compare/v1.0.0...v1.1.0
v1.0.0
saschabuehrlesaschabuehrle·3mo ago·February 22, 2026
GitHub

📋 What's Changed

  • feat(n8n): tool call validation, domain verifiers, agent domain routing by @saschabuehrle in https://github.com/lemony-ai/cascadeflow/pull/125
  • fix(n8n): eager model resolution for visual flow highlighting by @saschabuehrle in https://github.com/lemony-ai/cascadeflow/pull/127
  • fix(n8n): single getInputConnectionData call for correct model resolution by @saschabuehrle in https://github.com/lemony-ai/cascadeflow/pull/129
  • fix(n8n): shorten domain labels, single domain verifier toggle by @saschabuehrle in https://github.com/lemony-ai/cascadeflow/pull/130
  • fix(n8n): move domain verifiers toggle to visible position by @saschabuehrle in https://github.com/lemony-ai/cascadeflow/pull/131
  • fix(n8n): section dividers, tool call validation default on by @saschabuehrle in https://github.com/lemony-ai/cascadeflow/pull/132
  • fix(n8n): rename to Domain Cascading, clarify verifier fallback by @saschabuehrle in https://github.com/lemony-ai/cascadeflow/pull/133
  • feat(n8n): convert CascadeFlowAgent to standalone execute() node by @saschabuehrle in https://github.com/lemony-ai/cascadeflow/pull/134
  • + 19 more
Release 0.7.1v0.7.1
github-actions[bot]github-actions[bot]·4mo ago·February 14, 2026
GitHub

📋 Changes

  • fix: add drafter+verifier Anthropic models to all presets (242866d)
  • fix: use Sonnet 4.5 as verifier in anthropic-only config (9cc5f9d)
  • Restore anthropic-only preset to Opus-first verifier defaults (3989b7c)
  • bump all packages to v0.7.1 (#124) (97b234b)
Release 0.7.0v0.7.0
github-actions[bot]github-actions[bot]·4mo ago·February 14, 2026
GitHub

📋 Changes

  • docs: update README with 15 domains and add Banking77 benchmark (8e17e44)
  • fix: correct version to 0.6.5 and update Banking77 benchmark (ca26798)
  • fix: resolve Ruff lint errors in banking77_benchmark.py (223e777)
  • docs: consistent cascadeflow naming + domain routing image (#94) (c6554a2)
  • feat: Full Integration - Vercel AI SDK, n8n, Proxy, All Providers (#95) (a923702)
  • fix: resolve proxy import conflict for CI (bd26bc1)
  • fix: Black formatting + Python 3.9 compatibility (6bc7512)
  • fix: correct AI SDK package names + regenerate pnpm-lock (0ac09c4)
  • + 58 more
Release 0.6.5v0.6.5
github-actions[bot]github-actions[bot]·6mo ago·December 8, 2025
GitHub

📋 Changes

  • fix: add --no-scripts flag to n8n package publish (dd1154f)
  • Migrate npm publishing to OIDC trusted publishing (#77) (2c01fe0)
  • Fix documentation and examples for v0.7 (#78) (fbaa106)
  • Fix TypeScript API naming in root README (2d348b2)
  • Fix reasoning-models.ts example: Update model names and add error handling (#79) (804cb3c)
  • Benchmark: Provider Comparison (OpenAI vs Anthropic) (#81) (06e31ec)
  • Add HumanEval code generation benchmark (#82) (a51e75f)
  • Add benchmark infrastructure for performance validation (#80) (1fe1543)
  • + 45 more
Release 0.6.0v0.6.0
github-actions[bot]github-actions[bot]·7mo ago·November 18, 2025
GitHub

📋 Changes

  • revert: restore original logo sizes (cae1720)
  • fix: use absolute URLs for README logo to ensure GitHub rendering (db8ed61)
  • feat: smart max_tokens defaults and n8n port mapping improvements (1c89dc8)
  • fix: simplify logo to single img tag for better device compatibility (28bf4a3)
  • revert: restore picture element for theme-aware logo display (0f28921)
  • fix: use responsive logo with relative paths and percentage width (8dd6645)
  • fix: apply responsive logo styling across all READMEs (eeba099)
  • fix: swap n8n port mapping and improve model debugging (52f71c4)
  • + 24 more
Release 0.5.0v0.5.0
github-actions[bot]github-actions[bot]·7mo ago·November 7, 2025
GitHub

📋 Changes

  • feat: enable npm provenance and add @cascadeflow/ml to publish workflow (b744fd3)
  • fix: update @cascadeflow/ml dependency and TestPyPI permissions (495e4ec)
  • chore: update pnpm lockfile for @cascadeflow/ml@0.4.0 (deaf408)
  • fix: build @cascadeflow/ml before core (dependency order) (2df439e)
  • fix: skip prepublishOnly script for n8n package (already built) (6c7be62)
  • fix: make publish workflow not fail on already-published packages (58da107)
  • fix: replace pepy.tech downloads badge with shields.io PyPI badge (f53f2bb)
  • feat: add PePy total downloads badge (24842b5)
  • + 8 more
Release 0.4.0v0.4.0
github-actions[bot]github-actions[bot]·7mo ago·November 6, 2025
GitHub

📋 Changes

  • fix(core): update dependency from workspace to npm version (3cc2df7)
  • ci: fix test dependencies (3473546)
  • ci: fix test workflow (1423984)
  • ci: fix ruff linting errors (c095c6e)
  • ci: fix critical ruff linting errors (fd0036a)
  • Update TypeScript examples for newer models (#53) (5df2339)
  • ci: disable strict mypy checking temporarily (8715662)
  • ci: disable additional mypy error codes (c2da6ea)
  • + 14 more
Release 0.3.0v0.3.0
github-actions[bot]github-actions[bot]·7mo ago·November 6, 2025
GitHub

📋 Changes

  • chore: remove redundant .env.template file (7418c19)
  • chore: bump version to 0.3.0 for public launch (cb6d206)
Release 0.2.1v0.2.1
github-actions[bot]github-actions[bot]·7mo ago·November 6, 2025
GitHub

📋 Changes

  • chore: update all URLs after repository rename to lowercase (235f043)
  • chore: remove duplicate org README from cascadeflow repo (acdf26b)
  • chore: remove development-only files and backups for public release (35a73f4)
  • fix: add rich as required dependency (0ea4143)
  • fix: include all subpackages in Python distribution (f3f0c0b)
  • fix: add rich to requirements.txt to match pyproject.toml core dependencies (d568864)
  • chore: update CODEOWNERS and CONTRIBUTING.md for strict PR workflow (#37) (271843e)
  • test: verify branch protection blocks direct push (9f3cb90)
  • + 52 more
Release 0.2.0v0.2.0
github-actions[bot]github-actions[bot]·7mo ago·November 5, 2025
GitHub

📋 Changes

  • chore: clean up GitHub Actions workflows (3f1e4be)
  • fix: correct dark/light mode logo switching (1aef54e)
  • fix: correct Tests badge URL for GitHub Actions (6f5b6e0)
  • docs: remove redundant horizontal dividers from README (f3a03af)
  • docs: restore thick horizontal dividers throughout README (23769cc)
  • docs: add comprehensive launch checklist and repository audit (0b5876a)
  • docs: improve README grammar and structure (e1fea68)
  • chore: remove .idea directory from version control (e1e5836)
  • + 104 more