Write the Audita v3.1.0 release notes

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# Audita v3.1.0
This minor release updates Audita's configuration, LLM, and release libraries
and raises the minimum Go version for source builds to 1.26.0. Existing Audita
configuration files, PromptKit profiles, and CLI usage require no migration.
## Changes
- ConfigKit is updated from v0.5.0 to v0.7.1, with improvements to configuration
loading, resolution, provenance, and inspection efficiency.
- PromptKit is updated from v0.12.0 to v0.14.0, reducing avoidable allocations in
preparation, rendering, and execution. Audita retains its existing schemas,
validation, retry and repair budgets, and resilient processing behavior.
The libraries' new discovery and configuration-comparison APIs remain unused
by Audita.
- ReleaseKit is updated from v0.1.0 to v0.4.1. The local release launcher now
invokes the module-selected Go tool, and CI selects the tool from the tagged
module metadata. Prepared-checkout delivery reuses the tag checkout already
verified during CI bootstrap. Source publication still completes at a
successful tag push; Linux binary delivery remains asynchronous.
- Release builds and CI use Go 1.26.8, with corresponding runtime attribution
updated. The source-build minimum is tracked separately from that build
toolchain patch version.
## Upgrading from v3.0.1
Source builders must upgrade from the previous Go 1.25.5 minimum to **Go 1.26.0
or newer**, including any build environments still using Go 1.25. Maintainers
should follow the updated [release procedure](../release.md) for toolchain setup,
publication, and delivery recovery.
Users of distributed Linux binaries need no Go installation. No configuration,
profile, transcript-format, or CLI migration is required for this release.
[COPYRIGHT](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.1.0/COPYRIGHT) | [LICENSE](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.1.0/LICENSE) | [ATTRIBUTION](https://gitea.maximumdirect.net/eric/audita/src/tag/v3.1.0/docs/oss/attribution.md)