~hackernoon | Bookmarks (2034)

Large language models (LLMs) can perform many of the same functions as Bash scripts, but do so while sparing me the technical minutiae of scripting.

The Laissez-Faire Prompts Dataset is a resource for studying biases in AI-generated texts, examining gender references and power dynamics across various language models.

The Studio is a new series about a film director who is asked to make a Kool-Aid movie. The film is about a man who is put in charge of a project that threatens his humiliation. The director is told by his boss that he must make a movie about KoolAid. The movie is about product placement and revitalising a v2.0 in the Minecraft...

Not all AI tools are worth the hype, but these 5 free options actually help small business owners save time, cut costs, and stay consistent. Tools covered include ChatGPT, Canva, Tidio, Pictory, and ManyChat—all beginner-friendly and tailored for solo or small teams.

CEO explains how his company stopped coding manually and built a full-stack agent-based development process. The company has built a set of composable agents with a clear task and identity.

By embracing and promoting the credo "I use it, I clean it, I break it, I fix it," alongside principles of minimalism and balanced resource management, we can contribute to building a more sustainable world.

COCOGEN is the first to use Code-LLMs for structured commonsense reasoning, showing how converting commonsense tasks to Python code improves generation. This method opens up new opportunities for structured reasoning in NLP.

Partner Marketing is becoming one of the most strategic levers in Go-to-Market. The best partners treat campaigns like internal launches. They loop in Sales, enable CS, share outcomes, and invest time. Track revenue and pipeline, not just leads.

A logistics company spent nearly €900,000 over 5 years building an internal app that barely worked. We audited the system — a fragile PHP monolith with broken UX, outdated data syncs, and no scalability — and proposed a full rebuild: microservices, CI/CD, API-first design, and secure infra. It’s not a quick fix, but it’s the only one that lasts.

Aleph.im, a pioneer in decentralized infrastructure since 2019, today announces its rebrand to  Aleph Cloud. The new brand unifies its broad suite of services including decentralized compute, storage, virtual machines, and GPU resources. Aleph Cloud offers permissionless, censorship-resistant infrastructure running on over 700 nodes in 12 countries.

Tree recursion is a technique used to traverse a **tree-like data structure. It’s widely used in computer science, particularly in algorithms that operate on trees and graphs. Most modern JavaScript engines do not implement tail call optimization.

Learn how to architect modern React apps using React Server Components (RSC), SSR, and CSR in Next.js 15. This deep dive explains when to use each rendering strategy, how RSC works under the hood, and why server-first rendering is changing frontend development in 2025.

Backlogs can be a problem for developers, especially if they're not clear on what's important. This week, we take a look at a backlog that was once 90-something items. The backlog is lighter now, but it’s still messy.

Bitcoin’s rally past $94K and altcoin surges suggest a bull run, but on-chain metrics reveal a nuanced story: Trading volume and liquidity are rising, yet daily active traders remain at one-third of peak levels. Mega whales dominate holdings, while Ethereum’s fading activity hints at shifting Layer 1 dynamics. Investors should track whale behavior and liquidity shifts—not just price hype—to navigate a market where data...

Whether you're using Go, Python, or another language, the investment in implementing exemplars will pay dividends in your observability journey.

Write about dApp-development for a chance to win $1,500 in the #web3 development writing contest, hosted by GetBlock and HackerNoon.

Lumoz RaaS introduces support for RISC-V–based zkEVM, offering prebuilt development modules and a compatible toolchain to help developers quickly deploy zero-knowledge proof applications. This solution also enhances Rollup transaction performance and reduces operational costs.

COCOGEN is the first to use Code-LLMs for structured commonsense reasoning, showing how converting commonsense tasks to Python code improves generation. This method opens up new opportunities for structured reasoning in NLP.

GPT-4o’s image generation feature has sparked a provocative question: What happens to NFTs when AI can replicate any artistic style on demand? As AI democratizes access to once-exclusive visual aesthetics, the NFT ecosystem faces an existential crossroads.

This work builds on previous methods that flattened output graphs, innovating by using CodeLLMs to generate structured, Python-based outputs, which outperform traditional text-based models.

COCOGEN’s success hinges on two factors: using CodeLLMs and formatting prompts as Python code. Both help independently—but together, they unlock superior performance. Human evaluations back this up.

Explore advanced image editing techniques with color palettes, HSV model, contrast, and noise adjustments for enhanced creative control in photo manipulation.