If you want to see where clinical AI actually breaks, skip the vendor deck. Watch season two, episode six, of The Pitt. Dr. Baran Al-Hashimi (Sepideh Moafi) rolls out an AI tool that writes the charts. It cuts documentation time by eighty percent. More time at the bedside. More time at home. Who say...

null Continue reading How to Run AI Agents 24/7: OpenClaw Hosting and Production Runtime Lessons on SitePoint.

RocksDB 11.0 added CompactionOptionsFIFO::max_data_files_size and CompactionOptionsFIFO::use_kv_ratio_compaction for a specific but important shape of workload: FIFO compaction, integrated BlobDB, large values, point lookups, and data that naturally expires by TTL or by a bounded data-size budget. T...

When people talk about AI coding tools, the conversation usually revolves around models, prompts, context windows, and agent capabilities. That’s usually what grabs the headlines.

TL;DR Blob Direct Write moves large-value separation earlier in RocksDB’s write path. When enable_blob_files and enable_blob_direct_write are enabled, values at or above min_blob_size can be written directly to blob files during a write, while the WAL and memtable store a compact BlobIndex reference...

Learn how fleet dispatch software infrastructure delivers real-time updates at scale to ensure timely communication between drivers and customers.

Qubot, our internal Copilot-powered analytics agent, allows any GitHub employee to ask questions about our data in plain language. Here's what we learned as we built it. The post How we built an internal data analytics agent appeared first on The GitHub Blog.

Designing contract-bound AI agents for high-stakes execution.​​​​‌‍​‍​‍‌‍‌​‍‌‍‍‌‌‍‌‌‍‍‌‌‍‍​‍​‍​‍‍​‍​‍‌​‌‍​‌‌‍‍‌‍‍‌‌‌​‌‍‌​‍‍‌‍‍‌‌‍​‍​‍​‍​​‍​‍‌‍‍​‌​‍‌‍‌‌‌‍‌‍​‍​‍​‍‍​‍​‍‌‍‍​‌‌​‌‌​‌​​‌​​�...

Every Laravel RAG tutorial builds the same ingestion pipeline (chunk, embed, store) and stops the moment the agent answers on screen. None of them check whether retrieval is any good. But retrieval quality is decided at ingestion, before the model runs once, and four decisions there fail with no err...

The moment an agent needs to deploy something, it slams face-first into a wall built for humans. Today we're rolling out Temporary Accounts on Cloudflare Workers. Any agent can now run wrangler deploy — temporary and get a live Worker in seconds.

A special kind of HMODULE. The post What does it mean when the bottom bit of my <CODE>HMODULE</CODE> is set? appeared first on The Old New Thing.

Just about every application you build is going to need some form of user authentication, and the moment you have user accounts, you have passwords to manage. Storing them safely is only part of the j... The post Test Password Strength and Password History with TypeScript and MongoDB appeared first ...

A skewed partition key can route 80% of your writes to one partition. Learn how to diagnose PostgreSQL partition hot spots and fix them at the schema level.

From freelancer to multi-studio founder, Lewis Webber's career is built on the idea that taste has to become a system — or it disappears.

The longstanding adage that communication is key will ring true perpetually, especially when executing software delivery. Proper communication has the power to set the foundation for a project to either consistently thrive or create continuous bottlenecks that adversely impact productivity. The reci...

In this quiz, you’ll test your understanding of Using the Python zip() Function for Parallel Iteration. By working through these questions, you’ll revisit how zip() pairs up elements from multiple iterables, how to handle iterables of unequal length, and how to combine zip() with dict() and sorted()...

Ryan welcomes Cricket Liu, DNS expert and Chief Evangelist at Infoblox, to the show to talk all things DNS. They cover the evolution of one of the oldest DNS server implementations, BIND, and what the future holds for protected DNS configurations; the realities of security threats like DDoS and DNS ...

This week we have got a couple of Mathanon's. Maybe they're the same person, maybe they're not, there's really no way to know! Frist anon has a "Numeric fun fact" for us: "Got a form sent from work to express interest in some event. They actually enforced the validation that the answer must be a num...

A self-hosted dashboard that records the lifecycle of jobs, artisan commands, and scheduled tasks across every queue driver, with manual dispatch and production-minded sampling controls. The post Monitor Laravel Queues, Commands, and Schedulers on Any Driver with Vigilance appeared first on Laravel ...

Abstract Artificial intelligence (AI) agents are moving from experiments into everyday engineering workflows. They can read code, call application programming interfaces (APIs), run tests, create merge requests, answer Slack messages, and keep long-running state. That makes them useful, but it also ...