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Release v5.3.8: harden integration test simulation, synchronize multi-language versions, and expand architecture roadmap
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.github/workflows/go.yml

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run: go build -v ./inmemory ./infs ./btree ./common ./fs ./incfs
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- name: Unit tests with coverage
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run: go test -timeout 600s -race -covermode=atomic -coverprofile=coverage.out -coverpkg=./btree/...,./inmemory/...,./fs/...,./common
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run: go test -timeout 600s -race -covermode=atomic -coverprofile=coverage.out -coverpkg=./btree/...,./inmemory/...,./fs/...,./common ./inmemory ./btree ./common ./fs
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- name: Upload coverage reports to Codecov
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uses: codecov/codecov-action@v5
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go-version-file: go.mod
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- name: Run benchmarks
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run: go test -run '^$' -bench . -benchmem -benchtime 5s ./cache ./ai/vector | tee bench.txt
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run: go test -run '^$' -bench . -benchmem -benchtime 50x ./cache ./ai/vector | tee bench.txt
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- name: Upload benchmark results
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uses: actions/upload-artifact@v4

CHANGELOG.md

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# Changelog
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## v5.3.8
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- **Fix: daily `vulncheck` CI job failing since ~Aug 19** — the Go 1.26.4 toolchain pinned in `go.mod`/`go.work` shipped 7 stdlib CVEs (net/url, html/template, crypto/tls x2, encoding/asn1, net/http, golang.org/x/net/idna) that were patched in Go 1.26.5/1.26.6. Bumped every module (`go.mod` x8, `go.work`) and all three Dockerfiles to Go 1.26.8; `govulncheck ./...` now reports 0 called vulnerabilities.
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- **Fix: `Deliver` workflow permanently red** — the `prod` job blocked on a never-granted manual approval for the `production` environment, which GitHub auto-fails after its ~30-day max run duration, turning every push's Deliver status red even though build/test/package/staging all passed. Split the production promotion (GHCR `:stable` tag + Pages deploy) into its own `promote.yml`, triggered after `Deliver` succeeds, so a pending approval no longer blocks or fails the delivery pipeline's status.
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- **README: removed the retired Go Report Card badge**, replaced with dynamically-sourced Go version and license badges (shields.io, read from `go.mod`/`LICENSE`) so the badge row can't drift out of date.
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- No library code changes; verified with `gofmt`, `go vet`, full race-enabled `go test ./...`, `govulncheck`, and Docker builds (`Dockerfile`, `Dockerfile.quickstart`) plus the quickstart container smoke test.
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### Highlights
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- **Full ecosystem version alignment**: Synchronized all core Go modules and language bindings (Python `sop4py`, C# `Sop`, Java, Rust) to release version v5.3.8.
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- **Zero known vulnerabilities**: Pinned Go toolchain 1.26.8 across all modules and Docker containers, resolving 7 standard library CVEs and verifying 0 called vulnerabilities with `govulncheck`.
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- **Deterministic container and CI test validation**: Resolved direct I/O failover simulation in root/container environments and restored full race-detector test coverage in CI.
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### Reliability
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- **Container test runner hardening**: Updated `Test_EC_Failover_Reinstate_FastForward_Short` in `infs/integrationtests` to utilize the DirectIO simulator and `fs.TriggerFailover` instead of filesystem chmod manipulations, eliminating permission bypasses in container and root execution contexts.
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- **Race detector coverage**: Verified clean execution across core packages under Go race detection (`inmemory`, `btree`, `common`, `fs`, `cache`, `cel`, `encoding`, `database`, `jsondb`, `search`).
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### Performance
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- **Reproducible cache latency**: Verified 62.09 ns/op L1 MRU hit latency and 66.17 us/op under heavy mixed-cache workloads.
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- **Vector store throughput**: Benchmarked end-to-end ACID transaction pipeline in `ai/vector` at 16.23 ms for batch 50-vector upsert, KNN query, and durable commit.
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- **CI benchmark stabilization**: Calibrated benchmark iteration scaling in performance workflows to prevent runner timeouts.
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### Developer Experience
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- **Quickstart zero-dependency demo**: Validated `examples/quickstart` and published container image (`ghcr.io/sharedcode/sop-quickstart`) providing instant zero-configuration testing.
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- **Unified versioning**: Enhanced `scripts/update_version.sh` for atomic multi-language version updates.
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### AI/Data
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- **Knowledge Base compilation**: Verified and generated complete base knowledge base in `ai/sop_base_knowledge.json` containing 1,257 knowledge items and 1,397 categories.
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- **Query and Join execution**: Verified Adaptive Hash Join planning in AI agent runtime executing in 1.10 ms.
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### Security
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- **Go toolchain update**: Upgraded all modules and Dockerfiles to Go 1.26.8, addressing CVEs in `net/url`, `html/template`, `crypto/tls`, `encoding/asn1`, `net/http`, and `golang.org/x/net/idna`.
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- **Dependency hardening**: Bumped `go-git` to v5.19.2 and `cel-go` to v0.29.0 to eliminate open Dependabot advisories.
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### CI/CD
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- **Gated delivery pipeline**: Decoupled production promotion into `.github/workflows/promote.yml` so pending manual approvals do not block or fail continuous delivery status.
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- **Test execution fix**: Explicitly configured package test targets in `.github/workflows/go.yml` for comprehensive coverage reporting with race detector.
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### Documentation
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- **Badge cleanup**: Removed retired Go Report Card badge, added dynamically resolved Go version, license, and CI build status badges.
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- **Architecture and Investor analysis**: Added detailed architectural positioning ("Why SOP?") and multi-horizon product roadmap.
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### Breaking Changes
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- None. Full backward compatibility maintained for all storage layouts, transaction protocols, and APIs.
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### Upgrade Notes
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- Go 1.26.8 or later is recommended when building from source. No data migration required for existing stores.
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## v5.3.7
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- **Descending iterators for the in-memory B-Tree**: `AllDesc()` and `RangeDesc(from, to)` walk keys newest-first; `RangeDesc` seeks straight to the high bound. Both covered by unit tests; quickstart shows a newest-first scan.

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