Engineering Insights

Containers - Use Google Artifact Registry images with Containers

Containers now support Google Artifact Registry images. After you configure credentials, you can use a fully qualified Google Artifact Registry image reference in your Wrangler configuration instead of first pushing the image to Cloudflare Registry. Provide the service account email with --gar-email and pipe the service account JSON key through stdin: cat <PATH_TO_KEY> | npx wrangler containers registries configure <REGION>-docker.pkg.dev --gar-email=<SERVICE_ACCOUNT_EMAIL> --secret-name=<SECR

Vectorize - Reduced end-to-end latency for vector changes

We have greatly improved the throughput of the Vectorize write-ahead log (WAL). As a result, we have significantly reduced the end-to-end latency for a vector change to become queryable: median latency has dropped from 2 minutes to under 30 seconds, and p99 latency from 5 minutes to under 2 minutes. This means inserts, upserts, and deletes are reflected in query results faster, improving the freshness of semantic search, recommendation, and retrieval-augmented generation (RAG) workloads. You do

WAF - WAF Release - 2026-07-01

This release adds targeted coverage for a path traversal flaw in Fortinet FortiSandbox (CVE-2026-39813) and transitions the Anomaly:Header:User-Agent - Fake Bing or MSN Bot rule action from Block to Disabled. Key Findings CVE-2026-39813: A path traversal vulnerability in Fortinet FortiSandbox allows remote, unauthenticated attackers to read arbitrary files from the underlying filesystem due to insufficient validation of user-supplied input paths. RulesetRule IDLegacy Rule IDDescriptionPrevious

Elastic named a Leader in the Everest Group Enterprise Search Products PEAK Matrix® Assessment 2026

Elastic has been named a Leader in the Everest Group Enterprise Search Products PEAK Matrix® Assessment 2026 and identified as holding the largest market share among all 16 providers evaluated.

Hugging Face and Cerebras bring Gemma 4 to real-time voice AI

Comparing the best open source vector databases

Open source vector databases come in two flavors: specialized tools that handle vectors and nothing else, or unified platforms that combine vector search with operational data and caching. Many teams end up managing three systems: a vector database, a...

Build AI agents with short-term & long-term memory in Redis

AI agent memory is the system that lets an agent store, retrieve, and reuse information across interactions instead of starting over on every request. Getting there is one of the trickier parts of building AI agents. Large language models (LLMs) are s...

Enforce consistent code for agents and humans with konsistent

is now open source.konsistent is a CLI linter for TypeScript codebases that enforces structural conventions, giving agents and humans the consistent context they need to implement features correctly. Deterministic, fast, and covers structural patterns that TypeScript and ESLint don't model.konsistent Configure conventions in a project-level file for concerns like:konsistent.json is used in and to enforce structural code conventions.konsistentAI SDKChat SDK Use the konsistent skill to help y