This release adds 3 notable features for engineering teams evaluating rollout.
✓ No known CVEs patched in this version
Summary
AI summaryAdds schema contracts, provider examples, execution controls, and supervision tooling for stable pipeline workflows.
Full changelog
llmff v0.1.3
Ecosystem-maturity release for agent and automation workflows. This release
keeps the GitHub Release asset lane from v0.1.2 and adds the schema,
plugin, provider, supervision, execution, and documentation surfaces needed for
downstream tools to treat llmff as a stable subprocess pipeline runner.
Supported Install
cargo install --git https://github.com/syndicalt/llmff --tag v0.1.3 llmff
Included Since v0.1.2
- Published schema v1 contracts for pipeline manifests, traces, lifecycle
events, plugin manifests, and plugin validation reports. - Golden schema fixtures plus
scripts/check-schema-contract.pyfor contract
validation. - Provider examples for OpenAI, Azure OpenAI, LM Studio, vLLM, LocalAI,
OpenRouter, Together, Groq, and Anthropic-compatible adapter usage. - Opt-in live provider smoke workflow for OpenAI-compatible and Ollama
endpoints. llmff backends reportfor backend capability and configuration reporting.- Plugin protocol v1 fixtures, static registry documentation, and trust review
guidance. - Example plugins for retrieval, reranking, model backend, sampler, tool
transport, and postprocessor-as-stage patterns. - Production-oriented pipeline templates for summarization, extraction,
classification, JSON repair, RAG, batch processing, tool calling, eval
harnesses, multi-provider fallback, and cost/latency comparison. - Execution controls for safe failure classification, retry/backoff, per-stage
and default timeouts, concurrency limits, batch input, checkpoint/resume,
cache policy, and guarded trace replay. - Trace summary and Prometheus-style metrics exporters for local supervision.
- Agent workflow documentation and a runnable Python subprocess supervisor
example. - Governance, stability, release compatibility, and deprecation policies for
the documented contracts.
Packaged Artifacts
Release-tag CI is expected to publish:
- Linux x86_64
.tar.gzarchive,.debpackage, and ArchPKGBUILDplus
llmff-0.1.3-arch.SRCINFOmetadata. - macOS Apple Silicon and Intel
.tar.gzarchives and unsigned.pkg
installers. - Windows x86_64 unsigned
.ziparchive and unsigned MSI installer. - Adjacent SHA-256 checksums for generated binary artifacts.
Manual workflow dispatch keeps generated files as Actions artifacts instead of
GitHub Release assets.
Known Limitations
- This is a pipeline runner, not a native inference kernel, model converter,
serving platform, or full agent framework. - Windows and macOS native artifacts are unsigned in this release.
- Package-manager distribution through Homebrew, winget, Scoop, apt
repositories, or an official AUR package remains parked until maintainers
decide those channels are support-ready. - Authenticode signing, Apple Developer ID signing, and notarization remain
deferred paid distribution tracks. - Live provider smoke jobs remain opt-in and require maintainers to configure
secrets and runner expectations explicitly.
Verification
Release verification should pass before tagging:
scripts/release-preflight.sh v0.1.3
scripts/smoke-install.sh --git https://github.com/syndicalt/llmff --tag v0.1.3
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