Two documents only — no Go code yet. PRD restates the problem and preserves the Rust PRD's invariants verbatim, then maps the locked stack to Go libraries and surfaces four hard problems (DuckDB-via-cgo for the query engine, Lance dropped, Dioxus → HTMX, arrow-go maturity). SPEC walks each Rust crate + TS surface and tags the port with library choice / effort estimate / risk + a 5-phase migration plan from skeleton (Phase G0) to demo parity (Phase G5). Six open questions remain that gate Phase G0: - DuckDB cgo OK? - HTMX vs React for the UI? - Repo location? - Distillation v1.0.0 port verbatim or rebuild? - Pathway memory data — port 88 traces or start clean? - Auditor lineage — port audit_baselines.jsonl or restart? Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
golangLAKEHOUSE
Go reimplementation of the Lakehouse — a versioned knowledge substrate for staffing analytics + local AI workloads.
Status
Pre-Phase G0. Documents seeded; Go module declared; implementation
has not started. See docs/PRD.md for direction and docs/SPEC.md
for the component-by-component port plan.
Phase G0 prerequisites (must be done before any code lands)
- Install Go 1.23+ on the dev box. Not currently present at
/usr/local/goor elsewhere on the build machine. Standard install:curl -L https://go.dev/dl/go1.23.linux-amd64.tar.gz | sudo tar -C /usr/local -xz echo 'export PATH=$PATH:/usr/local/go/bin' >> ~/.bashrc - Ensure cgo toolchain is present (gcc + libc-dev) — required by
the DuckDB binding per ADR-001 §1.1.
apt install build-essentialon Debian-based systems. - Initialize the dependency tree with
go mod tidyoncecmd/gateway/main.godeclares its first imports.
Layout
docs/ Direction + spec + ADRs
cmd/ (forthcoming) main packages — one per service
internal/ (forthcoming) shared packages
web/ (forthcoming) HTMX templates + static
scripts/ (forthcoming) cold-start, smoke, distill
tests/ (forthcoming) golden files, integration tests
Reading order
docs/PRD.md— what we're building and whydocs/SPEC.md— how, per-componentdocs/DECISIONS.md— ADRs, starting with ADR-001 (foundational)docs/RUST_PATHWAY_MEMORY_NOTE.md— historical reference for the Rust era's pathway memory state (not migrated)
Predecessor
The Rust Lakehouse this rewrite supersedes lives at
git.agentview.dev/profit/lakehouse. It remains the live system until
this Go implementation reaches feature parity (per docs/SPEC.md §7).
Description
Go reimplementation of the Lakehouse — versioned knowledge substrate for staffing analytics + local AI workloads
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