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Quantized-resident HNSW for small configurations: wire SQ8 int8 traversal, then get f32 out of the resident set

Status: Open.

#2112 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 22, 2026

Drain the 192 clippy::significant_drop_tightening sites, then promote the lint to deny

bugSomething isn't workingSomething isn't working

Status: Open.

#2110 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 22, 2026

release: PyPI manylinux aarch64 wheel missing from 5.2.0 — ring fails to cross-compile (__ARM_ARCH not defined)

Status: Open.

#2107 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 22, 2026

Parity audit 2026-08-21: triage of the 54 adversarially-confirmed findings

Status: Open.

#2095 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 22, 2026

perf(layout): PostingEntry wastes 25% of every posting cache line; sharded_mappings carries usize for a u32-bounded domain

Status: Open.

#2092 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 21, 2026

perf(bm25): intern terms — the corpus vocabulary is materialized once per document

Status: Open.

#2090 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 21, 2026

perf(graph): wire the LabelTable — edge labels are stored 4x per edge and allocated per traversal hop

Status: Open.

#2089 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 21, 2026

config: wire the [search]/[hnsw]/[storage]/[quantization] sections as engine defaults — today only [limits] is applied

Status: Open.

#2087 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 21, 2026

perf(storage): wire the WalBatcher group-commit front — or retire it with its config

Status: Open.

#2078 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 21, 2026

perf(column_store): Arrow-style validity mask — stop scanning Option<T> cells

Status: Open.

#2076 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 21, 2026

perf(hnsw): flat CSR adjacency for layer 0 — retire the per-node RwLock<Vec<NodeId>>

Status: Open.

#2075 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 21, 2026

Quality toolchain — standing gates + gaps to wire into CI

tech-debtTechnical debt reductionTechnical debt reduction

Status: Open.

#1987 In cyberlife-coder/VelesDB;

· cyberlife-coder opened on Aug 18, 2026