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Every enterprise software vendor claims its AI agent is production-ready, but how to measure it remains up in the air. The The post Enterprise AI benchmarks are broken appeared first on The New Stack .

SpaceX Corp shipped Grok 4.5 this week - a 1.5 trillion parameter model trained on tens of thousands of GB300 GPUs, and the first model built in direct collaboration with the Cursor IDE. Two numbers carry the headline: Grok 4.5 finishes a SWE-Bench P

Sooner or later, someone asks: "What did this customer's plan look like when they signed up last February?" The current row won't tell you that; it's been edited three times since. This is the classic historical/temporal data problem: how do you mana

The Smartest AI Workflow I Have Ever Seen Ran on Three Pages of Prompt Project managers are quietly building their own AI chief of staff. The duct tape is the interesting part. A few weeks ago I was talking with a project manager who runs large indus

RQ (Redis Queue) is a delightfully simple way to run background jobs in Python. That simplicity is also why teams under-monitor it: it just works, until a downstream API gets slow or a bad deploy ships, and jobs start failing in bulk - quietly. Here'

Here's the problem nobody talks about: the reason most AI outputs are mediocre isn't the model - it's that you asked for a final answer and got one. A model with no friction produces the path of least resistance. It pattern-matches to "good-enough" a

Google AI recently became the official AI Model and Platform Partner of DEV Community. As someone building an AI routing platform, I paid attention. Google's Gemini Enterprise Agent Platform (formerly Vertex AI) promises enterprise-grade AI agent orc

I'm Safdar Ali , a frontend engineer in Bengaluru. Last quarter I audited a client dashboard that looked polished - clean Tailwind, smooth transitions, Lighthouse performance in the 90s - and failed basic keyboard navigation in under two minutes. Tab

Read the previous episode here: Data fails first Mariano Barcia Mariano Barcia Mariano Barcia Follow May 21 Data fails first # tpf # java # quarkus # datascience Add Comment 3 min read Software has a strange way of rewarding patience. When Marta firs

Agent payment standards are converging on a signature. Prove the agent was authorized, sign the mandate, attach it to the call. The wire is covered. The wire being covered is not the same as the boundary being provable. That gap is where agent paymen

I’ve been thinking about a small image-processing problem lately: how to reduce an image to a limited palette without making it look muddy. This comes up in a lot of places: pixel art tools printable pattern generators low-color previews LED matrix d

A lot of Robot Framework projects still look like plain Selenium scripts with .robot file extensions. Someone imports webdriver , creates driver = webdriver.Chrome() , then calls find_element and send_keys in Python helpers. Robot Framework runs the

When Neon became the official database partner of DEV Community, I was already a user. But the partnership made me look closer at why I chose Neon - and whether those reasons apply to other AI developers. They do. Here's why Neon is the ideal databas