Unite.AI

What Actually Happens When You Run a Spark Job?

Introduction As datasets grow, processing them efficiently on a single machine can become challenging due to limitations in ...

[Releasing 11/4] Even if AI can write APIs, why do we struggle with production operations? Decoding 'The Knowledge Map of Backend' from the table of cont…

If you ask AI to 'build an API with FastAPI,' you can get a working code prototype in a short time. However, the story ...

Toku launches Makimoto Flows, a visual builder for speech AI pipelines, taking its open-source initiative beyond transcription

Toku Ltd. (SGX: TKU), a Singapore-headquartered AI-powered customer experience (CX) platform, has launched Makimoto Flows ...

Token count mismatch after porting SDK: Creating a field name mapping table in implementation

When trying to aggregate token usage with the Claude Agent SDK, the numbers don't match after porting the TypeScript sample ...

Python 3.15 released: Lazy imports, UTF-8 and new data types

Python 3.15 is expected to speed up some programs and simplifies handling immutable data. UTF-8 as standard requires testing.
MarkTechPost

Meta AI Open-Sources Rebalancer: A C++ Assignment Solver That Runs About 40 Million Placement Problems a Day

Meta open-sources Rebalancer, the Apache 2.0 C++ solver behind 40 million daily assignment problems across its global infrastructure.
marktechpost

TypeSafe AI Releases Jev: A System One Model That Returns Typed, Calibrated Decisions Instead of Text

The ChatGPT moment in 2022 taught AI to talk to people. One of its builders now bets the next moment is AI that talks to software, not people. TypeSafe AI released Jev. Jev is transformer-based, but ...
The Hacker News

Leaked n8n API Tokens Exposed Live Instances to Credential Theft

GitGuardian researchers found 321 n8n instances accepting API tokens exposed in public GitHub commits and demonstrated four ways attackers could use them to access sensitive data and downstream ...