2026-07-08
Media Over QUIC can scale real-time streaming and carry the world's vids
With the low latency of WebRTC and the scalability of DASH
RAG Was Read-Only. Meet the File Agent.
RAG and "chat with your docs" tools only read. A file agent acts - organizing, renaming, sharing, and signing files in plain English — and the real engineering is making...
Fleet Safety Camera System Engineering Knowledge Series
This series comprises six main articles covering, in sequence, IQ Lab build-up, Intrinsic/Extrinsic Calibration, component selection, factory EOL testing and Active Alignment, environmental reliability testing, and customer telemetry with closed-loop...
The Smartphone Is the New Office, But Workplace Software Has Not Caught Up
Mobile work is now routine, but many workplace apps still treat phones as a backup to desktop workflows instead of a real place where work happens.
Why Your NAS Is Wasting Power on Cold Files
Cold data does not need NVMe or always-spinning RAID.
From Open Port to Compromised Host: The Complete Nmap Offensive Workflow
Open ports aren't the finish line — they're the starting point. This covers the full offensive chain: enumerating SMB before touching credentials, mapping version strings to CVEs across three verification...
88% of Airdrops Fail and Nobody in Web3 Wants to Admit It
Web3 projects routinely report hundreds of thousands of testnet wallets, then watch real usage collapse after mainnet launch. Data from Keyrock, DappRadar, and Memento Research shows 84–88% of airdropped tokens...
Goose Ad Remixer
Remix best performing Meta ads for your brand Discussion | Link
Toss Bank Partners With Solana to Explore Blockchain Payments
South Korea’s Toss Bank — the country’s third-largest internet-only bank — signed an MOU with the Solana Foundation on June 19, marking the first direct one-to-one partnership between a Korean...
The Dirty Secret About AI Automation Tools Nobody Tells Startup Founders
Use Zapier, Make, or n8n for low-risk rules-based workflows. Move to custom AI when the workflow touches customer experience, proprietary logic, exceptions, or margin. The real decision is not tool...
Quasar and Gradients Join Forces to Train Long-Context AI Models
Quasar (Subnet 24), Gradients (Subnet 56), and Subnet 3 have joined forces on Bittensor to train long-context AI models. The collaboration pairs Quasar’s long-context foundation model work with Gradients’ AutoML...
How I Got Into Cyber Security Without a Degree or Fancy Certificates
A 4-year cybersecurity journey from beginner confusion to internship, built on curiosity, technical foundations, proof of work, and networking.
NanoKVM-Go
Give your AI agent physical control over any screen Discussion | Link
Your AI Hero Turns Into a Stranger Every Shot. The Fix Is a Document, Not a Better Prompt.
Your AI character changes faces between shots. The fix is a character bible built like a schema. A step-by-step tutorial for stateless AI pipelines.
The Web3 Key Management Mistake That Creates Massive Blast Radius
Encrypting private keys is not enough if one backend can decrypt them all. Here’s how MPC-TSS reduces key-theft risk in Web3 custody.
Michael Saylor Better Hope Bitcoin Doesn't Rise Too Much
Wall Street has MicroStrategy down ~80% and calls it the next Ponzi. But the numbers tell another story: the famous "42% discount" is just leverage, not distrust in Bitcoin —...
The Practical Case for Context Engineering in Software Teams
AI agents work better when they start from maintained product memory: pages, workflows, API behavior, incidents, and decisions. This article explains how to design that context layer so agents understand...
How Blockchain Whitepapers Became Worldbuilding Documents
During the ICO boom, whitepapers moved from technical documents to world-building tools: part pitch deck, part manifesto, part speculative fiction. This essay revisits what it felt like to write them...
INTELLECT-3.1 Brings Open-Source RL Reasoning to 106B MoE Scale
INTELLECT-3.1 is a 106B open-source MoE reasoning model from PrimeIntellect built for math, coding, software engineering, and agents.
The Atari Jaguar Runs Linux
Among the many forgotten might-have-beens of the games console world, the Atari Jaguar occupies a special place. It was the final gasp of Atari Corporation, the Jack Tramiel-era incarnation of...
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