Image & Asset Generation
imgen
Generate AI images up to 4K from text or other images directly in the command line.
Agentic Era 2026
Master the
Agentic Workflow.
The definitive hub for **Agent Harnesses**, **Autonomous Skills**, and **Agentic Tools**.
Tactical Gear 163+ Tools
Intelligence 10+ Insights
Last Intel Jul 31
Tactical Gear
Featured Harnesses
Image & Asset Generation
Wan-Dancer
Downloads pre-packaged Wan-Dancer model files for use with the ComfyUI image generation tool.
Design Systems
Galaxy
Access an open-source collection of over 3,000 UI elements in HTML and CSS, curated from the Uiverse.io community.
Video & Audio Production
Audio8-TTS-Preview-0.6b
Generates multilingual speech and clones voices from audio samples using a compact open-source model.
CLI & DevTooling
Kowalski Skills
Codifies expert UI animation and design principles as a CLI tool to help developers and AI agents build higher-quality interfaces.
Agent Frameworks
OpenSquilla
Run a token-efficient AI agent with a local model router, persistent memory, and web search via CLI, web UI, or chat.
Video & Audio Production
ACE-Step 1.5
Generate, edit, and customize music from text or audio with an open-source model that runs on your local machine.
Video & Audio Production
Pixelle-Video
Automates short video creation from a single text prompt by generating scripts, AI visuals, voiceovers, and background music.
Agentic Insights
Strategic guidance on agent skills and autonomous orchestration.
DevOps & Deployment
Run 12B LLMs at 120 Tokens/Second on Consumer-Grade 12GB GPUs
By combining Google's Quantization-Aware Training models with GGUF quantization and speculative decoding, developers can run highly accurate 12B parameter LLMs at production-level speeds on consumer hardware, drastically reducing latency…
ai-agents-fail-at-orchestration-not-models
Your agent isn't failing because the model is too dumb. It's failing because tool design, state management, and error recovery are broken — and that's an engineering problem.
Data Scraping & Extraction
9 Web Scraping Tools Built for Scale and Stealth
Naive web scrapers often fail due to IP bans and CAPTCHAs; advanced tools with anti-blocking mechanisms, JavaScript rendering, and stealth features are essential for large-scale data extraction.
Directing AI: Navigating the Gap Between Intent and Output
Treating prompt design like creative direction—defining role, sequencing steps, and setting boundaries—helps bridge the gap between vague intent and reliable AI output.
Use other models in claude code
85% of Claude Code tasks don't need Claude. Route commodity work to DeepSeek V3 (35x cheaper) via OpenRouter or LiteLLM and save 70-85% on AI spend.
ai-coding-agents-code-review-bottleneck
AI agents ship code 55% faster. Review queues grow 40% faster than capacity. The bottleneck moved — most teams have no metric for it.
Curated Intel
Real-time
Trend Signals.
Daily curated RSS feeds from across the agentic landscape, parsed and summarized for rapid ingestion.
x.com
Grok Build Automates Mundane PC Tasks
Grok Build demonstrates capabilities beyond coding, automating routine tasks like media processing and system diagnostics through natural language prompts.
reddit.com
DeepSeek V4 Flash 0731 Performance Benchmarks
Indie developers are sharing real-world performance benchmarks for DeepSeek V4 Flash 0731, highlighting its speed on consumer hardware.
reddit.com
DeepSeek-V4-Flash-Q4KExperts-F16HC-F16Compressor-F16Indexer-Q8Attn-Q8Shared-Q8Out-chat-v2-imatrix-0731.gguf weights released
New GGUF weights for DeepSeek-V4-Flash, a highly optimized large language model, have been stealthily released, offering enhanced local inference capabilities.
x.com
DeepSeek-V4-Flash-0731 Model on Ollama Cloud
DeepSeek-V4-Flash-0731, a model with enhanced agentic capabilities, is now available on Ollama's cloud, offering new options for local AI development.
github.com
llama.cpp b10212 optimizes MTP tensor loading
llama.cpp b10212 now loads Multi-Token Prediction (MTP) tensors only when actually used, trimming memory overhead for supported models.
x.com
DeepSeek V4 Flash 0731 Released as Open Weights
DeepSeek released open-weight V4 Flash 0731 under MIT license, ranking among top open models on the Artificial Analysis Intelligence Index.
reddit.com
DeepSeek-V4-Flash-0731 fits 40GB A100 at 17.7 tok/s
Unsloth's GGUF of DeepSeek-V4-Flash-0731 runs losslessly on a single 40GB A100 at ~17.7 tok/s with 6 experts in VRAM, enabling full agentic coding.
reddit.com
Open-Source Transformer Predicts Blood Glucose Levels
A developer released an encoder-only transformer that forecasts blood glucose up to 2 hours ahead, with uncertainty bands, under an MIT license.