Curated signals for developers. Updated hourly.
AMD’s Threadripper Halo Station combines massive memory, four AI accelerators and 96 CPU cores for demanding local AI workloads.
Production failures: the things that page you · Chapter 1 of 24 · Reliability · new chapter every Friday morning By the end of this chapter: Read an unfamiliar dashboard under pressure and decide what to look at first. Why this matters When a pager g
Google AI Overviews now answer a huge share of search queries before a user ever clicks a link. For developers, this isn't just a content problem, it's a technical one. Getting cited in an AI Overview depends heavily on how your site is built: how fa
They're aimed at protecting minors, but the rules are not universally supported.
VernLLM is the LLM call framework for TypeScript. This video tests out its features, which includes adaptive AIMD rate-limiting, advanced circuit-breakers, multi provider fallbacks, developed retries with budget and observability. Open source with MI
GNU Automake 1.19 is out, the first new release of the widely used build-system tool in 15 months. The GNU Automake project's NEWS file and Phoronix's report , both published September 10, 2026, describe a release built almost entirely around fixing
Microsoft has had to change how it reviews extensions... again... because of how frequently developers are submitting.
When Anthropic launched Claude Fable 5.1 this month, it centered the announcement around one benchmark result: its Terminal-Bench-Science score. In The post Fable 5.1 vs. Fable 5: Results on a real-world budget, not the spec sheet appeared first on T
“Debugging is twice as hard as writing the code in the first place. Therefore, if you write the code as cleverly as possible, you are, by definition, not smart enough to debug it.” - Brian Kernighan We’ve all been there. You open a pull request, high
SQL Joins, Simply Join combines rows from two tables, matched on shared column, usually an id. Example tables: customersorders customer_id | name order_id | customer_id | item 1 | Amina101| 1 | Bag 2 | Brian102| 1 | Shoes 3 | Carla103| 5 | Hat Note:
How to Give Claude or GPT Real-Time Product Data via Apify's MCP Server Ask Claude or ChatGPT to check the price of something on a random e-commerce site, and it'll either refuse (no browsing) or guess from stale training data. Even agents with brows
APIs are the backbone of modern software. They power mobile apps, connect microservices, expose data to partners, and drive entire business ecosystems. And yet, APIs are also one of the most commonly exploited attack surfaces in the wild. Whether you
AI Agent Tool Mastery: How Modern Agents Choose and Use Tools Effectively The Tool Selection Problem When an AI agent receives a complex request like "Find the weather, book a flight, and send a confirmation email," it must do more than just generate
Overflow is a single problem, more candidates than fit and a need to hand back the ones that matter, and the Claude Developer Platform answers it one way for tools and a different way for memory. One problem, two surfaces A tool catalog overflows whe
You have a static page with a contact form. You want what people write in it to arrive in your inbox. You search, and half the answers say mailto: , the other half say "use a backend", and nobody tells you which details will bite you at 2am when a cu
Changing Macs is normally straightforward. The surprising part is that signing into the same ChatGPT account does not necessarily recreate the local Codex working environment you had on the old machine. Your repositories are only part of that environ
If you've ever packaged a Python desktop app with PyInstaller, you may have run into this: the app runs perfectly from source, but the frozen executable throws ModuleNotFoundError - and only when you exercise one particular feature. It doesn't crash
Anthropic produced an extensive collection of case studies covering the ways its current AI models have been misused.
In 2020, Shopify made a bet that resonated across the developer world by writing mobile code once in React Native The post Shopify spent years on React Native - then rebuilt everything in 12 weeks appeared first on The New Stack .
Building an AI voice agent has always been clunkier than it seems. Most voice agents are really a chain of The post OpenAI split a voice model’s brain. Then one team deleted 23,000 lines of code. appeared first on The New Stack .
Auto-fix is the most dangerous feature a linter has. Every other part of the tool only reads your code. --fix writes to it, usually across a whole repository, usually in CI, usually without anyone reading the diff. So it is worth asking a blunt quest
In my previous AWS projects, I worked with services such as DynamoDB, Lambda, API Gateway, S3, IAM, and Terraform. This time, I wanted to build something a little closer to a real production architecture. Instead of processing an order synchronously
I wrote a small generator to stop an AI coding agent from hand-duplicating SEO metadata across a multilingual static site. It has a --check flag that verifies the generated files still match their data source. The day after I shipped it, I found that
In web application security, Broken Object Level Authorization (BOLA, or IDOR) consistently haunts the top ranks of the OWASP API Security Top 10. To put it in plain English: Alice logs into your app, views her invoice at /orders/1001 , and then noti