v0.4.7
asheshgoplani/agent-deckv0.4.7Oct 14, 2026by github-actions[bot]
Upgrading?
AI Summary
Laya v0.4.7 focuses on stability and new language support, including Go implementation for questions and sequences, Docker liveness checks, and fixes for citation hashing and temperature handling.
Key Highlights
- Docker liveness checks distinguish HTTP liveness from inference.
- Go SDK support for questions, sequences, and answer decoding.
- MCP tournament selection exposed as laya_tournament.
- Fixes for citation hashing, temperature handling, and ONNX graph verification.
New Features
- Go implementation for questions and decoding.
- Docker configuration improvements.
- MCP (Model Context Protocol) tournament selection.
- Citation and temperature validation fixes.
Full Release Notes
## What's Changed * docs(docker): distinguish HTTP liveness from inference by @maxfield-allison in https://github.com/NandhaKishorM/laya/pull/1181 * test(docker): add an optional cached HTTP inference check by @maxfield-allison in https://github.com/NandhaKishorM/laya/pull/1182 * fix(cli): an interactive session returns the exit code its requests earned by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1184 * fix(evals): hash option_order into the question fingerprint by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1187 * fix(ts): read email text the way the Python reference does by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1188 * test(citations): a :NNN citation must fall inside the symbol it names by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1189 * fix(common): report a bool temperature a checkpoint shipped, not load it silently by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1190 * fix(ts): report a bool temperature a checkpoint shipped, not load it silently by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1191 * fix(ts): read a temperature as float() does, not as Number() does by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1192 * fix(presets): an empty category map falls back to the defaults by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1193 * docs(hooks): the RuntimeWarning arrives once per distinct message, not per failure by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1194 * fix(ts): normalise the action head at the model boundary, not in the decoder by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1195 * feat(ts): honour a question's `option_order` across encoding and decoding by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1196 * docs(benchmarks): MPS fp16 autocast against fp32 on an Apple M5 Pro by @sandole in https://github.com/NandhaKishorM/laya/pull/1199 * fix(router): validate questions in predict before checkpoint load (#707) by @Swatantra-66 in https://github.com/NandhaKishorM/laya/pull/1201 * fix(calibrate): refuse a non-integral JSON version instead of truncating it by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1202 * feat(serve): narrow large choices on /v1/systemone/batch too (#302) by @kmitul in https://github.com/NandhaKishorM/laya/pull/1204 * fix(ts): verify the ONNX graphs before anything lands in --out-dir by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1206 * fix(compose): forward tournament group knob to laya-serve by @NAVEENPRASAATH23 in https://github.com/NandhaKishorM/laya/pull/1207 * fix(common): report lang_temperatures overrides that inherited the checkpoint's temperatures by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1208 * docs(calibrate): name what actually covers a bucket the abstention floor omits by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1209 * docs(index): routing and the HTTP API have pages; link them, and hold the front door to the tree by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1167 * feat(go): questions, sequences and answer decoding by @keemsisi in https://github.com/NandhaKishorM/laya/pull/1169 * docs(onnx): teach the stride default as half the effective window by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1170 * fix(evals): an unwritable report path is a usage error, not exit 1 by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1171 * ci(suites): a crashing suite leaves its output and an exit status by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1172 * fix(evidence): stop calling a limitation "fitted with" when it says "not fitted" by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1173 * feat(evals): attribute tournament elimination and final-choice errors by @xinpingzh in https://github.com/NandhaKishorM/laya/pull/1175 * fix(evals): read a report's identity wherever the report puts it by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1177 * feat(mcp): expose core tournament selection as laya_tournament by @Rish-it in https://github.com/NandhaKishorM/laya/pull/1178 * test(batch): pin the two hook cases the batch path can still get wrong by @PerryLink in https://github.com/NandhaKishorM/laya/pull/1179 * docs(typescript-sdk): say which endpoints the client actually calls by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1180 * ci(dependabot): cover the TypeScript HTTP SDK by @maxfield-allison in https://github.com/NandhaKishorM/laya/pull/1183 * fix(shortlist): hold every tournament call to the reply shape it indexes by @aashish254 in https://github.com/NandhaKishorM/laya/pull/1185 * fix(compose): forward LAYA_SHA256_DIGESTS to quickstart service in compose.yaml by @NAVEENPRASAATH23 in https://github.com/NandhaKishorM/laya/pull/1186 ## New Contributors * @sandole made their first contribution in https://github.com/NandhaKishorM/laya/pull/1199 **Full Changelog**: https://github.com/NandhaKishorM/laya/compare/v0.4.6...v0.4.7
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