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22 posts

GPT-6 Astra vs ARC-AGI-3: One Model, Two Very Different Scores

ARC Prize says OpenAI's GPT-6 Astra scores 62.7% on ARC-AGI-3 with its standard harness and 99.9% with OpenAI's own memory settings. What the gap means.

Sep 3, 2026 ai-fundamentals

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20 min

LZ Caught One Event It Can't Explain. Is It Dark Matter?

A mile underground, LUX-ZEPLIN logged a single 248 keV recoil that no background it has studied can explain. What the 2.6-sigma hint means, and what it doesn't.

Sep 3, 2026 Read

physics dark-matter science statistics

30 min

Claude Fable 5.1: One Model, Two Names, Three Breaking Changes

Anthropic's Fable 5.1 ships with 75% cheaper cache reads, a safeguards layer your code must handle, and API changes that break history-editing harnesses.

Sep 2, 2026 Read

claude anthropic ai-coding-tools claude-code llm-integration ai-agents

9 min

Dyson CameraJet: A £420 Toothbrush With Computer Vision

Dyson's first toothbrush pairs a 100,000-pixel camera with machine learning to spot gaps and jet mouthwash at them. How it works, and how rivals compare.

Sep 1, 2026 Read

computer-vision machine-learning hardware consumer-tech

6 min

MCP Grows Up: What's Changing in the 2026-07-28 Spec

The biggest MCP revision since launch goes stateless, formalizes extensions, hardens OAuth, and deprecates three core features. What matters in production.

Jul 22, 2026 Read

mcp protocol ai-agents infrastructure oauth

6 min

Zig in 2026: Colorless Async I/O and the Road to 1.0

Zig 0.16 lands colorless async I/O, 30ms incremental rebuilds, and a maturing toolchain. What changed, what broke, and how close 1.0 really is.

Jul 12, 2026 Read

zig systems-programming programming-languages

23 min

Inside Claude Code's Dynamic Workflows

Claude Code can now write its own multi-agent harness — fanning out subagents, verifying their work, and returning one answer. A sourced deep dive.

Jun 8, 2026 Read

ai-coding-tools claude-code ai-agents multi-agent developer-tools

22 min

HTTP/2 Bomb: Remote Memory-Exhaustion DoS (CVE-2026-49975)

A single HTTP/2 connection from a home laptop can pin tens of gigabytes of server RAM in seconds. How the AI-discovered HTTP/2 Bomb works and how to defend.

Jun 3, 2026 Read

security http2 cve dos web-servers ai

26 min

CVE-2026-44578: Next.js WebSocket SSRF

High-severity (CVSS 8.6) SSRF in the Next.js WebSocket upgrade handler lets unauthenticated attackers proxy GETs to internal services on port 80.

May 15, 2026 Read

security nextjs cve ssrf websocket

10 min

TanStack npm Supply Chain Attack: Detect, Fix, and Recover

On May 11, 2026, attackers published 84 malicious versions across 42 @tanstack/* npm packages. Here is how to detect compromise and recover safely.

May 13, 2026 Read

security javascript supply-chain tanstack npm ci-cd incident-response

5 min

LiteLLM Supply Chain Attack: How to Check If You're Affected

Malicious LiteLLM versions were published to PyPI on March 24, 2026. Here's what happened, how to check if you're affected, and what to do.

Mar 25, 2026 Read

security python supply-chain litellm pypi

2 min

Getting Started with AI-Assisted Development

A practical guide to using AI coding tools effectively in your development workflow.

Feb 22, 2026 Read

ai-coding-tools productivity

5 min

The Next Generation of Developer Tools

How AI-native IDEs, agentic workflows, and autonomous coding are reshaping software development.

Feb 20, 2026 Read

ai-coding-tools productivity ai-agents

4 min

Engineering Responsible AI Systems

Practical techniques for building AI systems with bias detection, safety guardrails, and monitoring.

Feb 17, 2026 Read

ai-ethics architecture code-quality

4 min

Fine-Tuning Models for Your Domain

When and how to fine-tune language models using LoRA, including dataset preparation and evaluation.

Feb 14, 2026 Read

machine-learning tutorials ai-fundamentals

4 min

Designing AI Agent Architectures

Patterns for building reliable AI agents with tool use, memory, and multi-step reasoning capabilities.

Feb 10, 2026 Read

ai-agents architecture machine-learning

4 min

Running AI Models Locally: A Complete Guide

How to run open-source LLMs on your own hardware using Ollama, llama.cpp, and quantized models.

Feb 8, 2026 Read

ai-fundamentals tutorials self-hosting

3 min

AI-Powered Testing: Beyond Unit Tests

How AI transforms software testing with automated test generation, property testing, and intelligent fuzzing.

Feb 5, 2026 Read

testing ai-coding-tools code-quality

3 min

Building RAG Systems from Scratch

A step-by-step guide to building retrieval-augmented generation systems with vector databases.

Feb 1, 2026 Read

ai-fundamentals machine-learning tutorials

3 min

Automated Code Review with AI

How to integrate AI-powered code review into your CI/CD pipeline for consistent quality checks.

Jan 29, 2026 Read

ai-coding-tools code-quality devops

3 min

The Developer's Guide to Prompt Engineering

Practical prompt patterns and techniques for building reliable AI-powered features in production.

Jan 22, 2026 Read

prompt-engineering ai-coding-tools productivity

4 min

How Large Language Models Actually Work

A clear explanation of transformer architecture, attention mechanisms, and tokenization for developers.

Jan 15, 2026 Read

ai-fundamentals machine-learning