Category: tech
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Claude Code practical tips from Anthropic creator (Boris)
Boris, creator of Claude Code at Anthropic, shares practical tips. Anthropic technical onboarding dropped from 2-3 weeks to 2-3 days.
GSD 2.0 vs Claude Code: Head-to-Head Agentic Build
Claude Code on Max Plan beat standalone GSD2 on an expense tracker build: 4m38s vs 1.5 hours, under 1% quota vs ~$28 in API costs.
The BEST 25GbE Homelab Node Minisforum MS-02 Ultra
Minisforum MS-02 Ultra packs 24-core Core Ultra 9, dual 25 GbE, 3 PCIe slots and 4 M.2 bays into a mini PC, no trade-offs between GPU, NIC and NVMe.
Who Owns the Code Claude Wrote?
AI-generated code sits in three legal grey zones: human authorship, employer IP assignment, and hidden GPL contamination. Documentation habits decide outcomes.
Systalyze: open-source GPU monitor exposing the 100% utilization lie
Systalyze open-sourced Utilyze, a near-zero-overhead tool that measures true GPU compute and memory throughput, often 1-7% when nvidia-smi reads 100%.
Anthropic Out of Compute: OpenAI's GPU Bet Was Right
A TikTok claim that Anthropic's recent Claude rate-limit cuts are capacity rationing, not policy, while OpenAI's GPU pre-buy turned into a moat.
ChatGPT quietly launched an agent builder at chatgpt.com/agent
A 42-second TikTok claims ChatGPT rolled out an agent builder at chatgpt.com/agent with templates, app connections, and memory files. Pure teaser, zero subst...
China Cloned Claude Design as a Portable Skill Bundle
A trending GitHub repo from China reportedly reimplements Claude Design as a portable skill bundle for Claude Code or Codex, sidestepping metered usage limits.
Claude Code forked subagents inherit the parent session context
Claude Code's new forked sub-agents inherit the parent session's full context instead of starting fresh, making parallel evaluation tasks cheaper and more ac...
Flipbook: an infinite visual browser generated by image models
Flipbook is an experimental infinite visual browser where every page is generated on demand by an image model, with all text rendered as pixels and no HTML.
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 ...