AI & ML

Self-Host LiteLLM with Docker: One OpenAI-Compatible Endpoint for Every Model (2026)

We ran LiteLLM v1.93.0 against a local Ollama model in Docker: pinned tags, a 4-line config, token metering, and the wrong answer that proves a point.

21 Jul 2026 · 13 min read

AI & ML

Qdrant vs Weaviate vs Milvus vs Pinecone: Vector Databases for RAG (2026)

Four vector databases compared for RAG in 2026: licenses, Docker self-host commands, embedded modes, managed pricing from $20/mo, and Singapore regions.

21 Jul 2026 · 10 min read

AI & ML

Firecrawl vs Crawl4AI vs Jina Reader vs Browser Use — Getting Web Data Into Your LLM (2026)

Four open-source ways to feed web data to an LLM compared: licenses, self-host parity, pricing bases, robots.txt defaults and MCP support.

21 Jul 2026 · 10 min read

AI & ML

How to Self-Host AnythingLLM with Docker and Ollama (2026)

We self-hosted AnythingLLM 1.15.0 with Docker and Ollama, embedded a document over the API, and got cited RAG answers from a 0.6B model — fully offline.

21 Jul 2026 · 12 min read

AI & ML

How to Self-Host the AutoGPT Platform with Docker (2026)

We self-hosted the AutoGPT Platform v0.6.68 with Docker on a busy dev Mac: 17 containers, two port collisions, and a first agent run with zero API keys.

21 Jul 2026 · 11 min read

AI & ML

ByteDance Launches Seedream 5.0 Pro, an Image Model That Outputs Editable Layers

ByteDance has launched Seedream 5.0 Pro, a professional image-generation and editing model that breaks a single render into more than ten editable layers, renders on-image text in over ten languages, and adds prompt reasoning and retrieval before it draws.

21 Jul 2026 · 5 min read

AI & ML

Mira Murati's Thinking Machines Releases Inkling, Its First Open-Weight Model

Mira Murati's Thinking Machines has released Inkling, its first model: an open-weight, multimodal Mixture-of-Experts system with 975 billion parameters that the lab pitches as a base for customisation rather than the strongest model on the leaderboard.

21 Jul 2026 · 5 min read

AI & ML

Self-Host Langflow with Docker: The Visual Agent Builder, Locked Down (2026)

We ran Langflow 1.10.2 in a single Docker container, hit its fail-closed auth gate, fixed it with explicit superuser credentials, and tore it all down.

21 Jul 2026 · 16 min read

AI & ML

Midjourney vs Stable Diffusion vs Flux vs Ideogram vs Leonardo AI: AI Image Generation (2026)

The license fine print separates these five image generators more than image quality does. Pricing, weights and output-ownership clauses, verified July 2026.

21 Jul 2026 · 16 min read

AI & ML

Self-Host Dify with Docker Compose: 15 Containers to Your Own LLM App Studio (2026)

We deployed Dify 1.16.0 on Docker Desktop, hit a real port clash, wired DeepSeek, and built a working chatflow — every command executed and shown.

21 Jul 2026 · 15 min read