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Fine-tuning a 7B-parameter LLM requires 12 to 120 GB of VRAM depending on the method, according to a practical guide. Full fine-tuning in fp16 needs 80–120 GB, LoRA needs 24–32 GB, QLoRA needs 12–16 GB, and gradient chec…
Adima AI has launched Adima AI Image Upscaler Pro, a Windows application that uses AI to upscale images up to 16K resolution and 16× magnification, with offline processing and support for batch upscaling. The tool offers…
A developer argues that AI will not replace DevOps engineers but will transform the role, emphasizing that engineers who combine strong technical fundamentals with AI-powered productivity will be irreplaceable in 2026. T…
A developer built a JavaScript bot that turns chatbot misunderstandings into grammar regression tests, using a custom grammar parser with domain validation to keep command execution deterministic while optionally using A…
A developer demonstrates how to build a client-side 'Privacy Shield' using Transformers.js and WebAssembly to mask personally identifiable information (PII) directly in the browser before data reaches cloud APIs. The app…
Randall Hyde's 792-page sequel, The Art of 64-Bit Assembly, Volume 2: Machine-Level OOP, Exceptions, and Concurrency, shipping from No Starch Press in mid-August, argues that LLMs cannot accurately teach x86-64 assembly …
A security scan of 7.6 petabytes of public Hugging Face training data across 187 million files uncovered 221,303 live, unique credentials in 6,003 datasets, including 349 GitHub personal access tokens with write access a…
A hands-on guide claims that using the 'advisor pattern' with Claude Code can cut API costs by 85% compared to running Opus solo, based on the author's experience of spending $47 in one month on a refactor. The framework…
Codeberg e.V., a German nonprofit open-source hosting platform, voted to ban projects related to cryptocurrency and those heavily tied to or created by large language models (LLMs), citing infrastructure strain and polit…
A developer who started coding in 2025, when AI could write most code, describes the challenge of learning when the machine provides working solutions. They argue that the real skill is choosing to understand failures ra…
Kmemo 2.0, a semantic cache for LLM calls, now closes two gaps from its initial release. The developer measured the verifier's impact, showing it stops 77-80% of residual false hits, and benchmarked against GPTCache, rev…
A new roundup highlights five free AI courses with certificates, ordered from beginner to advanced, including offerings from Anthropic, Coursera, Hugging Face, and Google. The list aims to solve the filtering problem of …
OpenAI is developing Git-aware operations for LLM agents to navigate monorepos with tens of thousands of files, focusing on selective diff traversal, history summarization, path-scoped queries, and conflict-aware plannin…
SitecoreAI, the unified platform launched by Sitecore at Symposium 2025, retains the event-driven integration model of XM Cloud, allowing outbound HTTP webhooks for authoring actions. The platform supports three webhook …
US lawmakers are investigating DoorDash's use of Kimi K2.6, an open-weights large language model from Chinese vendor Moonshot AI, focusing on whether the company adequately vetted the model for data governance and cross-…
A team built a data-analysis agent that generated business reports but found that self-review failed to catch obvious errors, such as negative monthly sales, because the generator and checker were the same entity. They i…
An engineer's practical guide to selecting memory stores for AI agents argues that vector databases are often overkill, citing that 95% of agent time in a university admissions scraper was spent on simple state reads and…
A developer outlines the evolution from prompt engineering to loop engineering, presenting a 50-line Python agent that persists memory across sessions using OpenAI's API. The agent stores state and memory in JSON files, …
A hands-on audit of agent frameworks reveals that teams deploying LLM agents without a governance layer face risks where agent actions outpace verification, exemplified by a Claude Code agent rewriting a production confi…
UniversalAI, a new open-source Python SDK, provides a unified interface for interacting with nine major LLM providers, including OpenAI, Anthropic, Gemini, and Ollama. The SDK supports async-first operations, streaming, …