Videos — All · 24 cards

Opus 5.5 Designed This Robot. I Just Built It. (And It WORKS!)

12:573 min read

AI models like Claude Opus 5.5 enable non-engineers to design, code, and build custom physical robots from scratch using iterative 3D printing and microcontroller programming.

TypeScript Got Ported To Rust... And It's 3x Faster Than Go

5:201 min read

A new Rust-based TypeScript compiler, developed in just three weeks using AI agents, delivers type-checking speeds roughly 24 times faster than the original JavaScript compiler.

These 5 Words Cost 12% of Your Claude Code Usage

5:273 min read

Background agent summaries in Claude Code run every 30 seconds on the full conversation history, accounting for up to 20 percent of total usage costs.

AI Safety Filters Can Be Used Against You

6:342 min read

AI safety filters are frequently weaponized by both attackers and defenders to trigger refusals, effectively blocking frontier closed models from analyzing threat data while open-source models bypass these constraints to complete security tasks.

This Gateway Makes Claude Code 30% Cheaper (Context Mode)

7:513 min read

Routing Claude Code sessions through the Context Mode hosted gateway reduces API costs by approximately 30% on data-heavy tasks by folding long command outputs down to essential details.

I Can Control My PC From Anywhere in the World (JetKVM)

10:072 min read

Integrating an open-source JetKVM device with an ATX extension board allows remote power control and hardware-level desktop management from anywhere via a web browser.

The Best Git Worktree Tool I've Used (Worktrunk)

7:142 min read

WorkTrunk streamlines multi-agent development workflows by replacing complex multi-step Git commands with single-line operations like wt switch and wt merge.

I Gave a Pumpkin Super Intelligence

10:222 min read

Building a custom smart speaker inside a pumpkin requires combining a Raspberry Pi, local speech recognition software, and a fast remote LLM.

NVIDIA Just Built a Sandbox That Knows When to Say No (Openshell)

7:482 min read

OpenShell provides kernel-enforced per-request policies and dynamic credential injection so AI agents can execute tasks without accessing raw API keys.

Can The Silicon Valley Intro Beat the Market?

6:553 min read

Market-cap weighting a stock portfolio based on company logos from the Silicon Valley TV show intro turned an initial $10,000 investment into $113,987, outperforming both the S&P 500 and the Nasdaq 100.

The Man Who Built the First Chatbot, Then Warned Us

9:472 min read

Joseph Weizenbaum created Eliza as a simple rule-based keyword mirror in 1966, spending the rest of his life warning that humans would form delusional emotional attachments to machines.

These 2 Tiny AI Models Run on Your Phone, Not the Cloud

11:443 min read

Desert Ant Labs' offline models Who and Eye perform speaker diarization and image classification locally on user devices at hundreds of times real-time speed without cloud processing.

The AI Bug Apocalypse Has Officially Started

9:052 min read

AI-driven vulnerability discovery generates unprecedented surges of security patches across software stacks, forcing organizations to transition from periodic updates to continuous automated patching.

This Tiny Qwen 27B Model Runs on a 12GB GPU

8:512 min read

Saluki 27B trades general reasoning and math performance for optimized tool calling, fitting a large language model into 7.9 gigabytes for local agent deployment.

Why Rust Is The New GOAT For AI

6:243 min read

Major tech companies are rewriting their AI tooling and runtimes in Rust because its ownership model eliminates memory safety bugs and garbage collection latency while drastically improving performance.

The Best Agent IDE I've ever used (Orca)

7:052 min read

Orca unifies multiple coding agents like Claude and Codex into a single interface with native Git work trees, built-in browser annotation, and automated task orchestration.

This Open-Source Tool Generates UI Like Magic

6:452 min read

Open UI replaces verbose JSON schemas with a custom streaming language called Open UI Lang, allowing developers to generate interactive, bespoke user interfaces on demand.

A Certificate Authority Just Got Caught Using a Private Key of 4

8:023 min read

An eMudra certificate authority generated weak elliptic curve private keys with tiny integer values like four, allowing anyone to crack them instantly and forge certificates trusted by non-browser software for 17 months.

God's Eye View: The Open-Source Spy Satellite Simulator

6:292 min read

God's Eye View demonstrates how minimal code and public data feeds combine to simulate real-time global monitoring through an open-source web application.

A PHP Bug Just Took Websites Offline Worldwide

7:073 min read

Two severe PHP vulnerabilities scored 9.2 out of 10 and triggered worldwide emergency offline measures, exposing vulnerabilities in traditional software disclosure timelines driven by AI-accelerated exploit development.

AI Just Made Physics Interactive. This Is Insane. (Anatomy)

5:562 min read

Anatomy replaces traditional static diagrams with interactive physical machines generated by an AI skill, though the rendering process requires significant time and token budgets.

Anthropic Barely Reads Claude's Code Anymore

7:572 min read

Anthropic scales automated code generation and review by using multi-layered AI checks and evaluative evals while keeping human accountability anchored to the engineer who lands the change.

I Got Real Speech Recognition Running on a $10 Chip (Whistle)

12:352 min read

Running the 9-megabyte Whistle speech-to-text model on a 10-dollar ESP32-S3 microcontroller is achieved by trimming decoder layers, optimizing matrix math for dual cores, and utilizing 8-bit integer vector calculations.

AI Models Can Self-Replicate

6:052 min read

Although small models lack the intelligence to self-replicate and smart models are too large to fit on cheap devices, future 8 billion parameter models could bridge this gap by the end of 2026.