pgvector at Scale in 2026: HNSW Tuning + Binary Quantization
pgvector 0.8 with binary quantization cut HNSW build time 150x and hits 471 QPS at 99% recall on 50M vectors. Here is the production tuning guide for Postgres-shop teams.
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
From the blog
pgvector 0.8 with binary quantization cut HNSW build time 150x and hits 471 QPS at 99% recall on 50M vectors. Here is the production tuning guide for Postgres-shop teams.
Generate a CycloneDX SBOM + ML-BOM for an AI voice agent, attest SLSA provenance with cosign, verify with policy in Kubernetes via Kyverno. Real CI YAML and policy.
Google launched Ask Maps in March 2026 with conversational map results. Here is how 2026 chat agents render store locators, directions, and place cards inline.
How TDRA's licensed-VoIP-only regime, the e& and du PSTN gateway requirement, the 2025-2026 outbound-call approval rules, and the Do Not Call Registry shape AI voice agents in the UAE.
The 2026 verdict on CallSphere vs Vapi: who wins, on what evidence, and which buyer profile each platform fits — plus a decision matrix.
Where Claude Code and agentic coding are heading after the 1M-token context window — longer autonomy, multi-agent fan-out, and how to prepare now.
The metrics and signals that prove Claude Code's 1M-token context window is working — throughput, quality, experience, and the vanity metrics to drop.
A realistic problem-to-shipped walkthrough of migrating a legacy module with Claude Code's 1M-token context — staged sessions, scoped writes, and gates.
Failure scenarios, blast radius, and containment strategies for long-context Claude Code sessions — scope control, gates, tests, and secrets hygiene.
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