Generate Mermaid architecture diagrams from any GitHub repo or local codebase using AI. Free to start with 1000 credits.

The Problem My self-hosted Jellyfin was slow whenever I connected to it from abroad over Tailscale. My ISP upload is about 500 Mbit/s, but streams stuttered and iperf3 over the tunnel only managed ~10 Mbit/s: $ iperf3 -c jellyfin-host [ 5] 0.00-10.00 sec 11.9 MBytes 10.0 Mbit/s It wasn’t a relay or routing issue — tailscale status showed a direct connection (not a DERP relay): $ tailscale status 100.xx.xx.xx jellyfin-host linux active; direct xx.xx.xx.xx:41641 So: direct, low-latency, half a gigabit of upload available — and still only 10 Mbit/s for a single stream.

When you press the power button on the SpacemiT K3 Pico-ITX, Ubuntu 26.04 appears on the serial console about 30 seconds later. Between those two events, five distinct software layers run in sequence, each one handing off to the next. Understanding what each layer does - and why it exists - matters the moment something goes wrong, or the moment you want to put a different OS on the board.

Personal webpage of Alexandre Dulaunoy - from information security to open source and art

A continuity system for LLM–harness collaboration. Builds technical specifications through structured persona conversations — and carries session state across compactions, sessions, and time. Describe a problem. Storytime surveys your codebase, assembles a team of domain-expert personas, and runs a structured conversation that produces a plan — grounded in your actual code, with citations, decisions, and visual aids. Underneath the spec workflow is a consolidation loop that preserves continuity across compactions and sessions. Phases collapse when empty. Not every run uses every gear. See a full walkthrough → Storytime v1.0.1 — github.com/1ps0/storytime

Route requests across OpenAI, Anthropic, Google, Mistral, DeepSeek, Cerebras and more through one OpenAI-compatible API. An attested gateway with no prompt/output logs, provider failover, BYOK, and an open-source trust path.

Most product teams ignore their dashboards when making real decisions. It's time to build metrics that actually matter.

Search over 10,000 public-domain paintings by how they make you feel.

Jimmy Maher

We built an MCP server for Argos, enabling AI agents to investigate blockchain addresses in natural language. Here's how we used it to trace a real Tornado.Cash money laundering operation from deposit to cross-chain exit, and how gas fingerprinting broke through the mixer's anonymity.

With DRAM and HBM memory makers running at full capacity and unable to boost capacity much, the one ...

Knowcast turns prompts and ideas into visual explainer videos with infographics, captions, and storytelling for creators and educators.