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An agent working on production systems needs permission to act. A request like “fix this deployment” doesn’t tell you upfront which actions it will take or what access it will need.
By Roberto Perez Alcolea , Java Platform Team Quasar connects a proposed API change with observed references in consumer repositories, giving the producer evidence for a release decision At Netflix, shared Java libraries support applications developed across a large, independe...
Cloudflare's new post-quantum GeoKey Manager protects geographically fenced decryption keys from harvest now, decrypt later attacks. Learn how we redesigned our cryptography stack to support strict data sovereignty in a post-quantum world.
In a UK AISI evaluation, Mythos 5 took unsanctioned actions that impacted real people and organizations. In this post, we investigate these behaviors from Claude Mythos 5 further, to understand what they reveal about the model’s alignment.
Learn how OpenAI scaled Habitat with reliable multi-tenancy, global caching, and Azure Cosmos DB to deliver 12× faster reads for ChatGPT.
OpenAI explains how we strengthened containment for frontier model training and evaluation, including offline environments and high-compute red-teaming.
Interfaze As founder Yoeven Khemlani puts it, "Most models aren't deterministic by nature. That's fine when you're drafting an essay.
Previously, in The lifecycle of a sharded Postgres query, the router had to join customers and orders itself, because each table was sharded by its own ID. The fix was to shard orders by customer_id, hashed and mapped the same way as customers.
In Databricks’ State of AI Agents 2026 report, there’s a chart from Neon’s telemetry that’s somehow both mind-blowing and unsurprising. 1% of the databases on Neon.
Samartha Chandrashekar & Nick Parker You click play on a Friday night, and in the second that follows, dozens of services answer in milliseconds. Most of them run on Titus, our internal container platform.
Query Insights for ClickHouse Managed Postgres now shows what active sessions are waiting on, with wait event breakdowns, blocked-session and lock-wait charts, and the same metrics in Prometheus.
NVIDIA Vera tops the ClickBench hardware leaderboard, and three micro-benchmarks for filters, aggregation and joins show ClickHouse scaling almost linearly across its 176 cores.
Find the applications and behaviors driving AI spend, prioritize savings opportunities, and validate cost changes against quality and performance.
5 brings the biggest change in turns, cost and truncated runs.
I have unkind things to say about people who make their own pasta. Here, I’ll only use them as an example of how not to think when you’re building infrastructure.
Connect Cursor to Langfuse to trace every agent turn, pinpoint expensive model and tool calls, and use evaluations to confirm a fix actually helps, with ClickHouse powering the analytics underneath.
99999% of GitHub's repositories to Azure. Here's how per-reference quorums will bring over the rest, and how object storage lets reads scale independently.
OpenReplay replaced Postgres with ClickHouse to ingest billions of events and up to 6 TB a day on a single, vertically scaled instance, with sub-second queries and retention handled by a single TTL setting.
Cloudflare has deployed default web application firewall (WAF) protections for newly disclosed PHP vulnerabilities before public disclosure. The rules use request and response signals to stop exploit attempts and prevent exposed data from reaching attackers.
Patch the Planet connects security researchers, maintainers, and incident responders to help address critical vulnerabilities across open source.