Blog & ArticlesArticles, insights, and stories from our team.

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AI & Machine Learning4 hours ago32 sec read

Deposit-address swaps, explained: how a cross-chain swap works without connecting a wallet

Deposit-address swaps offer a cross-chain exchange method that bypasses direct wallet connections, enhancing security by eliminating approval and signing risks associated with smart contract interactions. In this model, users send assets to a generat...

Ali Nemati

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AI & Machine Learning4 hours ago32 sec read

Calibrate the Task Set Before You Scale the Run

Calibrating AI task sets before large-scale runs is essential to ensure that benchmarks are informative and cost-effective. Tasks that are too easy or too difficult contribute disproportionately to cost without meaningfully differentiating systems, s...

Ali Nemati

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AI & Machine Learning4 hours ago31 sec read

Run Free AI Shifts With Three Named Roles

Transitioning free AI model usage between team members can be streamlined by defining three key roles: the Driver (operating the system), the Scribe (managing the run page and documentation), and the Gatekeeper (overseeing verification and promotion)...

Ali Nemati

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AI & Machine Learning4 hours ago29 sec read

Your LLM Returns 200 OK and Still Fails. How I Monitor a Self-Hosted Model.

Monitoring a self-hosted Large Language Model requires tracking metrics beyond basic request rates and errors, focusing instead on Time To First Token (TTFT) and tokens per second during generation. The core development is leveraging the existing req...

Ali Nemati

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Cybersecurity4 hours ago26 sec read

Authorities accuse trio of using AI deepfakes to defraud $129M from businesses

Three individuals have been arrested and charged with orchestrating a complex scheme that defrauded businesses of over $129 million using AI-generated deepfakes to impersonate executives and lawyers. This case highlights the growing threat of AI-powe...

Ali Nemati

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AI & Machine Learning4 hours ago30 sec read

Keep null and zero distinct when exporting Treasury bond value files

A Node.js workflow has been developed to export U.S. Treasury savings bond value files, preserving the distinct states of null, zero, and actual monetary values in the output CSV. This is crucial for accurate historical data analysis, as treating mis...

Ali Nemati

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AI & Machine Learning4 hours ago26 sec read

PHP-FPM and Apache Response Planning for CVE-2026-115560

A critical PHP vulnerability, CVE-2026-115560, requires specific operational responses depending on the deployment environment, including PHP-FPM, Apache with embedded PHP, containers, and shared hosting. The core mitigation involves disabling sessio...

Ali Nemati

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AI & Machine Learning4 hours ago29 sec read

Data Structures in Go[Maps]

In Go, maps are built-in data structures that store information as key-value pairs, offering an alternative to index-based access in arrays and slices. Keys act as unique identifiers to retrieve associated values, and map types can accommodate differ...

Ali Nemati

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AI & Machine Learning4 hours ago26 sec read

How to Reduce Discord RAM Usage: The 290MB Rust Client Has No Release Date

Discord is rebuilding its desktop and mobile applications in Rust, aiming to improve performance and reduce resource usage. This transition from the Electron framework means replacing React Native for mobile and introducing a new UI framework called ...

Ali Nemati

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