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Adaptive Inference 0.3.0 makes the shared integration work reproducible from this repository and adds a verified real IQ3_S agent-task result.
The release includes configurable Python client routing, checks that prevent generation options from replacing the selected model or gateway credential, an optional Hermes plugin using public hooks, an OpenClaw configuration composer, and executable client/gateway examples. The shared implementation and contracts remain here; upstream PRs deliver focused configuration guides, catalog entries or reproduced fixes.
The source archive includes local native baselines, licensed reference inputs, authored proposal patches, dependency locks, reproduction scripts and evidence. A new source delta preserves the exact Hermes revision used by the plugin and real task: all 20,897 tracked files restore without fetching upstream. The earlier 25,177-file Strata/native-dependency/Hermes reconstruction remains separately preserved. Model weights, compilers and dependency package binaries are not included.
Validation for this release:
- 110 core tests, 17 source-preservation checks and 12 task-boundary checks across Windows, Linux and macOS with Python 3.11 and 3.12.
- A separate offline-source CI job restores and verifies both the original integration sources and the current Hermes snapshot, with network-denial positive controls.
- Three installed Python SDKs pass 15 positive HTTP fixture cases and six nested-override refusals. Additional pinned host/client fixtures have their own scoped receipts.
- Complete source/runtime artifacts are checked against the tagged source, and the exact wheel receives a fresh non-editable installation outside the checkout. Attached receipts identify versions, source trees, artifact hashes and validation limits.
The final seven-job CI run passed at source commit caab01454f5905f40ccf559eee05c5532b34dff7 (tree ad4f7310b75c591e0c5aa3400d6bcfa96e219210). The source archive is 198,600,972 bytes and the wheel is 54,630 bytes; attached manifests verify all 340 source files, 15 installed runtime modules and five required license/notice files.
The included real-model evidence used the released v0.2.0 gateway with the newer optional plugin, exact current Hermes source, and the existing IQ3_S Strata backend. A parent read a synthetic orders file and wrote its totals; a host-created production child independently verified the report. Six real requests and five native file operations produced the correct 17 units and 4,350 cents. All requests retained context 65,536, output allowance 10,923, high reasoning with 8,192 reasoning tokens and disabled speed projection. The owned gateway and backend shut down cleanly. The later parameterized runner has separate fixture-only qualification; it is not claimed as a second model run or a model test of a different release composition.
The delivery ledger records eleven newly opened upstream PRs plus the updated Strata draft across eleven of the eighteen matrix targets. Archived/unmaintained projects and remaining human-author, contributor-agreement, maintainer-approval and hardware requirements are explicit. Publication is not upstream acceptance.
This remains a foundation for an always-on agent. The serial accepted task does not establish foreground gaming/video responsiveness, native resource handoff, idle unload/reload recovery, OS reboot recovery, comparative speed or native qualification of all engines.
Use the complete source archive for a self-contained copy of code, integration inputs and evidence. The much smaller wheel installs the portable runtime. Verify downloaded assets with SHA256SUMS. Python and separately acquired dependency packages are required; actual inference also requires an existing compatible model server and the separately acquired IQ3_S assets used for this qualification.
See the integration contract, delivery ledger, evidence and limits, and real IQ3_S receipt.