CodeLess local appliance and Code token star.
AI Augmented Engineering
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Launched CodeLess as a local-first engineering workflow appliance for approved repositories, with a Fastify API, React portal, Temporal workflows, SQLite state, local artifacts, and GitHub pull request publishing.
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Added Docker appliance setup for Ollama and OpenCode runtimes across host, NVIDIA, AMD ROCm, Vulkan, and CPU modes, with quick-start docs and local model profiles.
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Defaulted planning and review work to ready Codex or Claude add-ons, improved managed Claude login session output, and kept secrets referenced instead of stored in job records.
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Added Jira worker integration for polling JQL filters, mapping statuses to repositories, queueing engineering jobs, syncing ticket state, and managing Jira credentials through local secret references.
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Made the auth gate star the Molten Hub Code repository through the GitHub API when a valid GitHub PAT is configured, before persisting the token for future runs.
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Kept failed repository-star responses from leaking token values and left existing auth state untouched when GitHub rejects a newly submitted token.