Automation

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Discover AI-Memory: A shared, persistent wiki for AI coding agents that captures context, enables seamless handoffs, and eliminates re-explanation.

How to Give AI Coding Agents Persistent Memory and Context

Learn how AI-Memory solves the context loss problem for AI coding agents. This tool provides a persistent, Git-versioned Markdown wiki, enabling cross-agent handoffs, automatic context capture, and project isolation for a truly continuous AI-assisted development workflow.

Discover how agentic AI, local execution, and Mixture of Experts (MoE) architectures like Qwen3.6 35B A3B are making powerful AI accessible on consumer hardware.

How Agentic AI and MoE Models Are Revolutionizing Local AI

Explore the shift from passive to active AI with agentic models, the benefits of local execution for privacy, latency, and cost, and how MoE architectures like Qwen3.6 35B A3B overcome parameter puzzles to deliver large-scale intelligence on modest machines. Understand the future of AI that thinks big but fits small.

A former mechanical engineer leveraged AI to overhaul RV interiors, optimize marketing, and manage ADHD, achieving zero customer failures across a fleet, including annual Burning Man deployments.

ADHD Entrepreneur Uses Claude AI to Redesign 20-Unit RV Fleet, Boost Efficiency

Discover how an entrepreneur with ADHD transformed their 20-unit RV rental business using Claude AI for fleet redesigns, material sourcing, and operational efficiency. This innovative approach led to a high-quality remodel and maintained a perfect customer satisfaction record, even after rigorous use at Burning Man.

Native editing, not generation, is the silent revolution that just left the prompt-to-pixel circus behind.

You’ve Been Lied To About Video AI’s Real Breakthrough

The AI world is obsessed with generating video from scratch, but the true frontier is native editing through conversation. Gemini Omni’s ability to surgically alter existing footage without re-rendering shatters the old pipeline approach, even as token costs threaten to gatekeep the revolution.

New Gemini 3.5 Flash delivers frontier intelligence for agents and coding; AI Mode in Search passes 1 billion users with major updates; Gemini Omni introduces multimodal video creation.

Google Unveils Gemini 3.5 Flash, AI Search Overhaul, and Multimodal Video Generation

Google announces significant advancements across its AI ecosystem, including the launch of Gemini 3.5 Flash, a powerful and free model optimized for agents and coding. AI Mode in Search gets a major overhaul, now powered by Gemini 3.5 Flash and reaching over 1 billion users. Additionally, Gemini Omni introduces groundbreaking multimodal video generation capabilities, while Antigravity 2.0 provides an agent-first platform for parallel workflows.

Subterranean compilation eliminates the orchestrator at runtime, slashing costs and latency while matching frontier accuracy.

How to Compile Multi-Step AI Workflows Directly into Small Models

Discover how synthetic data and full-parameter fine-tuning can internalize complex procedures in a small LLM, removing the need for external orchestration and delivering dramatic cost savings.

From Eswatini to Malaysia, governments build AI sovereignty to protect data, culture, and long-term prosperity.

Why Nations Are Pursuing Sovereign AI: Culture, Security, and Independence

A conference panel explores motivations for sovereign AI—cultural preservation, economic diversification, national security, and technological independence. Country examples from Eswatini and Malaysia highlight data sovereignty, cyber resilience, and green innovation as strategic necessities.

A CLI tool that estimates VRAM usage for LoRA/QLoRA training on consumer GPUs, with benchmarking and calibration.

Can I Fine-Tune This? — Practical Guide to VRAM Estimation

Learn how to use canifinetune to predict whether your LLM fine-tuning configuration fits on your GPU before downloading weights. Includes memory estimation, feasibility checks, recommendation, benchmarking, and recipe generation for Hugging Face + PEFT + TRL.

Community benchmarks show MTP slower or equal on RTX 5090, 7900 XTX, dual 3080; only mixed VRAM setup sees boost.

Gemma 4 MTP Fails to Deliver Speed Gains on Top GPUs

Reddit users tested the work-in-progress Gemma 4 MTP model. Most high-end GPU configurations saw equal or worse performance compared to non-MTP inference. Only a mixed VRAM/CPU setup showed significant speedup. Stability issues reported. Community anticipates further optimizations.

Ensuring transparency and trust in autonomous AI agents through on-chain verification on Solana

Verifiable Proofs for Auditing AI Agents on Solana

Explore how verifiable proofs enable transparent auditing of AI agents on the Solana blockchain, combining cryptographic guarantees with decentralized trust to ensure accountability and reliability in autonomous systems.

A browser extension that lets AI agents click, fill forms, navigate, and extract data directly in your Chrome or Edge browser.

Kimi WebBridge: AI-Powered Browser Automation for Tedious Web Tasks

Kimi WebBridge is a browser extension that enables AI agents to automate web browsing tasks like clicking, form filling, and data extraction. It runs locally via Chrome DevTools Protocol, ensuring login sessions and page content never leave your device. Compatible with Kimi Code, Claude Code, Cursor, and more.

Leaked screenshots show Grok automatically assembling daily AI news briefings from saved Skills, part of a broader industry trend toward modular, shareable prompts.

Grok Skills: Reusable Instruction Sets for Task Automation

xAI's Grok chatbot is developing a Skills feature that stores reusable instruction sets for automation. Leaked screenshots and code references indicate modular templates for scheduled workflows, similar to Anthropic and OpenAI's recent moves.