Category: tech
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Full Android emulator in one Docker command (Docker Android)
Docker Android spins up a full Android device in a single container with ADB, KVM, and GPU acceleration, ready for headless CI pipelines and mobile test auto...
Google Cloud Next 2026: Agentic AI Highlights and TPU Generation 8
Recap of Google Cloud Next 2026: Gemini Enterprise as the agentic application layer, 8th-gen TPUs, Workspace Intelligence, and live voice agents in production.
OpenAI Privacy Filter: open-weight on-device PII redaction
OpenAI released Privacy Filter, an Apache 2.0 1.5B-parameter token classifier for context-aware PII redaction. It runs locally and hits 96% F1.
Karpathy-style overnight metric-gated agent loops for code
Metric-gated overnight agent loop: Claude Code keeps only diffs that improve a numeric KPI (bundle size, Lighthouse, test count) and pass veto tests.
RAG vs long context vs fine-tuning: when to use each
Quick framing of when to reach for RAG, long-context prompting, or fine-tuning with LLMs, plus how RAFT combines retrieval with fine-tuning.
ChatGPT as a quick personal stylist: skin tone and outfit prompts
A short TikTok tip about uploading a headshot to ChatGPT for skin-tone analysis, flattering color recommendations, and summer outfit visualisations.
Introducing GPT-5.5
OpenAI's GPT-5.5 is their strongest agentic model yet, matching GPT-5.4 latency while using fewer tokens. API pricing: $5/1M in, $30/1M out.
Sub agents vs Agent Teams
Sub-agents are isolated, parallel workers that keep the orchestrator's context clean. Agent teams are long-running groups sharing state for collaborative work.
Taste skill + GPT Image V2 fixes AI agent frontend output
The open-source taste skill plus GPT Image V2 pushes Claude Code and Codex past generic SaaS templates, giving AI-generated frontends a distinct visual ident...
Tips for building good Claude Skills
Three high-leverage tactics for Claude Skills: keep a gotcha log of past mistakes, use the file system for progressive disclosure, and avoid railroading the ...
Claude Live Artifacts: dashboards from connected apps
Claude's Live Artifacts feature builds interactive dashboards wired to connected apps, turning live data like a Google Calendar into a weekly overview.
Link in bio for an agentic OS system
Structure a personal agentic OS around Claude Code using an org-chart of domains, skills, and skill packs, with Obsidian and GWS-CLI as infrastructure.
Vercel breach traced to Roblox cheats and OAuth overreach
A four-hop supply chain attack started with a vendor employee downloading Roblox cheat malware and ended with Vercel environment variables exposed.
Introducing ChatGPT Images 2.0
OpenAI launched ChatGPT Images 2.0 on 21 April 2026, pitched as a new era of image generation, though public details remain sparse at capture.
Claude Live Artifacts turns cowork into a dashboard builder
Claude desktop's cowork tool adds Live Artifacts, persistent dashboards built in plain language and refreshed with live data via MCP connectors.
Fix Claude Design sameness with a Firecrawl brand system
Claude Design outputs look identical by default. Extract brand JSON via Firecrawl and upload it as a Design System so every generation stays on brand.
HyperFrames: Write HTML, Render Video, Built for Agents
HyperFrames renders HTML compositions into MP4 video, designed for AI agents. Plain HTML with data attributes - no React, no proprietary DSL.
Making RAM at Home
A hobbyist built a class-100 clean room in a shed and fabricated working DRAM cells, proving DRAM physics can be replicated outside a commercial fab.
Aperture: Your Team's Private AI Gateway
Aperture is a Tailscale-native proxy that centralizes AI provider access across a team's tailnet, removing the need to distribute API keys per machine.
Claude Design: Anthropic's AI-Native Interface Generator
Anthropic launched Claude Design, a prompt-driven tool for wireframes, mockups, slides, and templates, with design system integration via GitHub or local fol...