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NSA Warning: AI-Generated Cyberattacks Are Already Hitting Infrastructure
NSA, FBI, CISA, DOE and EPA warn AI-generated exploits are actively probing power and water infrastructure. Here's what the advisory actually says.
Claude Code Pricing and Limits: Free Workarounds Explained
Claude Code's weekly caps and Max plan costs frustrate many users. Here's what the limits mean and how a free proxy tool routes around them.
How to Use OpenAI Codex for Business Automation
A practical guide to setting up OpenAI Codex and applying it to sales, marketing, and operations automation for real business use cases.
Free Claude Code (FCC): Run Claude Code on Free AI Models
FCC is an open-source local proxy that lets Claude Code, Codex, and other agents run on free or cheap models instead of Anthropic's paid API.
Gemini 3.7 Flash Benchmarks: How Much Better Is It Than 3.6?
Gemini 3.7 Flash beats 3.6 Flash by wide margins on coding and agentic benchmarks just three weeks after launch. Here's the full breakdown.
Gemini 3.7 Flash Pricing: Where to Get It Free or Cheap Right Now
Gemini 3.7 Flash is free in Antigravity and AI Studio, with a limited-time discount on OpenRouter. Here's every access point and price.
Gemini 4 Release Date: What We Know So Far
Google confirms Gemini 4's pre-training run is underway. Here's the leaked timeline, DeepMind leadership shakeup, and what it means.
How to Become a Forward Deployed Engineer Without a CS Degree
A practical guide to breaking into forward deployed engineering from product, ops, or consulting roles, no traditional coding background required.
Ornith-1.5-35B-A3B: A Self-Improving MoE Model for Coding Agents
Ornith-1.5-35B-A3B is a 35B mixture-of-experts model trained via self-improvement loops that beats larger models on coding benchmarks.
How to Run S1 Mini Locally for Clean Dictation Transcripts
S1 Mini cleans messy speech-to-text output locally on under 2GB VRAM. Here's how installation, styling modes, and VRAM usage actually work.
What Is S1 Mini? The Tiny Model That Cleans Up Dictation Text
S1 Mini is a small local model built to strip filler words and fix self-corrections in speech-to-text output. Here's how it works.
Superlinked Inference Engine (SIE): Run 100+ AI Models on One Server
Superlinked Inference Engine (SIE) is an open-source server that runs embedding, reranking, extraction, and generation models locally on one GPU.
Claude Code Fast Mode: How Its Pricing Can Quietly Wreck Your Budget
Claude Code's Fast mode runs 2.5x faster on Opus but bills on API credits and can break your prompt cache mid-session, spiking costs fast.
Do AI Personas Actually Improve Claude's Output? The Data Says No
A 162-persona test found role-play prompts don't help Claude. Here's what Anthropic's own guidance says to write instead.
Why Claude Code Sub-Agents Cost 7x More Tokens (And When to Use Them)
Anthropic's docs confirm Claude Code sub-agents can burn 7x more tokens than a normal session. Here's why, and when they're still worth it.
ScrollCraft: The Free Claude Skill That Fixes Boring AI Websites
ScrollCraft is a free Claude Skill that turns basic Claude-built sites into scroll-animated, premium-feeling pages. Here's how it works.
GLM 5.3 Free Tokens on Zcode: How to Claim 100 Million Tokens
ZAI's Zcode weekend gives new users 100M free GLM 5.3 tokens, capped at 50,000 packs. Here's the eligibility, deadline, and fine print.
MiniMax H3 Turbo LoRA: Faster Local Video Gen in ComfyUI
MiniMax H3 Turbo LoRA cuts local video generation from 20 steps to 6 in ComfyUI. Here's what it is, what it needs, and how to set it up.
Ornith-1.5's Self-Improvement Loop: How It Trains Without Fixed Tasks
Ornith-1.5 trains by jointly generating tasks, building scaffolds, and running rollouts. Here's how that self-improvement loop actually works.
What Is GLM 5.3 and Zcode? ZAI's Coding Model Explained
GLM 5.3 is ZAI's post-trained coding model, and Zcode is its dedicated agentic dev app. Here's how they work and what sets them apart.
How to Automate Email Triage With ChatGPT or Claude
Set up an AI email triage workflow using Gmail connectors in ChatGPT or Claude, with prompts that sort, draft, and send replies.
ChatGPT vs Claude: Whose Gmail and Drive Connector Wins?
ChatGPT and Claude both added Gmail and Google Drive connectors that send emails and edit docs. Here's a head-to-head look at what each can actually do.
Turn Claude Code Into a One-Person Marketing Team
How to set up Claude Code with Higsfield to generate logos, product shots, and ad creatives from a single branded project folder.
DeepSeek's Files API: Upload Images Once, Reuse Them by ID
DeepSeek's Files API lets you upload an image once and reference it by ID across requests, avoiding repeated uploads and wasted tokens.