Hacker News
Meta Oversight Board: AI may be most perfect propaganda machine ever invented
Article URL: https://fortune.com/2026/07/16/claude-trump-china-ai-double-standard/
Comments URL: https://news.ycombinator.com/item?id=48974368
Points: 2
# Comments: 0
Claude's Fable Model Saved My Gear and Got Me Excited About Playing Guitar Again
Article URL: https://saada.github.io/blog/fcb1010-biasfx2/
Comments URL: https://news.ycombinator.com/item?id=48974362
Points: 1
# Comments: 0
LoRA Speedrun – a public wall-clock leaderboard for fine-tuning techniques
Article URL: https://github.com/Saivineeth147/lora-speedrun
Comments URL: https://news.ycombinator.com/item?id=48974325
Points: 1
# Comments: 0
Pkgxray
Article URL: https://github.com/adamsjack711-ux/pkgxray
Comments URL: https://news.ycombinator.com/item?id=48974320
Points: 1
# Comments: 0
Fractl.art – a fractal generator with 8 octillion different patterns
Article URL: https://fractl.art
Comments URL: https://news.ycombinator.com/item?id=48974300
Points: 1
# Comments: 1
Israel Has a "Silicon Shield"
Article URL: https://www.israeltechinsider.com/p/the-silicon-shield
Comments URL: https://news.ycombinator.com/item?id=48974293
Points: 1
# Comments: 1
Power companies are using eminent domain to seize land for data centers
Article URL: https://fortune.com/2026/07/19/data-center-eminent-domain-public-use/
Comments URL: https://news.ycombinator.com/item?id=48974292
Points: 1
# Comments: 0
Japan logistics provider for Amazon to use JPYC stablecoin in operations
ICD-11
Article URL: https://en.wikipedia.org/wiki/ICD-11
Comments URL: https://news.ycombinator.com/item?id=48974236
Points: 1
# Comments: 0
AI Thinks the Internet Is Reddit. We Have 8,616 Answers Proving It
Article URL: https://growtika.com/blog/reddit-ai-visibility-research
Comments URL: https://news.ycombinator.com/item?id=48974233
Points: 1
# Comments: 0
Cultural Influence of Music as Propaganda (2025)
Article URL: https://westpointpressjournals.westpoint.edu/index.php/iser/article/view/209
Comments URL: https://news.ycombinator.com/item?id=48974230
Points: 1
# Comments: 0
Created a free browser-based lyric video maker
Article URL: https://deadmod.com/studio/
Comments URL: https://news.ycombinator.com/item?id=48974215
Points: 1
# Comments: 1
AI-Native Firms
Rep Cammack says China has deployed 'digital twins' of every lawmaker
Article URL: https://thehill.com/homenews/house/5970422-cammack-warns-china-ai-threat/
Comments URL: https://news.ycombinator.com/item?id=48974188
Points: 1
# Comments: 0
Tweet claiming Claude Fable 5 has helped disprove the Jacobian conjecture
Article URL: https://twitter.com/__alpoge__/status/2079028340955197566
Comments URL: https://news.ycombinator.com/item?id=48974144
Points: 6
# Comments: 2
Show HN: Local-first CLI to make Obsidian vaults searchable for AI agents
Article URL: https://github.com/nmdra/notebrain-cli
Comments URL: https://news.ycombinator.com/item?id=48974142
Points: 3
# Comments: 0
Gmail AI Inbox
Article URL: https://support.google.com/mail/answer/16845247?hl=en&co=GENIE.Platform%3DAndroid
Comments URL: https://news.ycombinator.com/item?id=48974123
Points: 2
# Comments: 0
Coding Skills Development Report
BLOG: https://juntz-g1thub.github.io/#post=coding-skills-dev REPO: https://github.com/juntz-g1thub/CodingSkills.git
Background Recently I've been experimenting with vibe coding. I'm using OpenCode as my development tool. When developing TUI programs, AI-assisted code modification proved extremely difficult — every small bug fix required repeated manual testing, and feeding those results back to the agent was cumbersome. Especially for TUI-level feedback, I'd either take screenshots manually or type prompts. At one point, I nearly gave up on AI-assisted development.
Motivated by this, I started researching MCP tools. To help agents better utilize these MCP tools, I developed a set of skills combining one or more of them. These skills have been packaged and published to npm.
Released Skills 1. agc-debug — TUI Program Debugging Workflow Problem Solved When developing TUI (Terminal User Interface) programs, AI code changes require repeated manual testing. TUI-level feedback is particularly painful — either manual screenshots or typing prompts, resulting in low efficiency.
Using the tui-mcp MCP server:
launch - Start TUI program screenshot - Capture PNG snapshot snapshot - Capture text snapshot send_keys/send_text - Send keyboard/text input wait_for_text/wait_for_idle - Wait for pattern or terminal idle resize - Resize terminal to test responsive layouts
2. agc-explore — CodeGraph-First Exploration Problem Solved When subagents explore code, they often nest grep/read calls repeatedly, resulting in low efficiency. CodeGraph can return in one call what would take dozens of grep+read iterations.
3. agc-refactor — Complex Refactoring Workflow Problem Solved Complex design refactoring requires multi-branch reasoning, iterative verification, and visual snapshot comparison. Regular refactoring often leaves you wondering "did I get this right?"
Architecture CodeGraph → Yggdrasil MCP (multi-branch reasoning + session persistence) → TUIdbug (visual verification) ↓ Shell Scripts (state management) ↓ Git Worktree (on-demand isolation) Core Scripts Script Purpose check-mcp-config.sh Check and install required MCP configurations refactor-state.sh Manage refactor session state screenshot-manager.sh Screenshot capture, comparison, archival yggdrasil-helper.sh Yggdrasil session management Dependencies MCP servers: yggdrasil-mcp, tui-mcp, codegraph Sub-skills: using-git-worktrees, systematic-debugging 4. agc-docs — Project Documentation Standards Problem Solved Generic documentation standards don't match actual project needs. Every time you write docs, you have to纠结 format, naming, and content requirements.
Core Approach Instead of applying generic rules:
Interview user to understand project context Generate project-specific docs/DOC-SPEC.md Enforce project standards throughout development lifecycle Initialization Questionnaire Question Options Project type Application / Library&SDK / Infrastructure / Mixed Team size Solo / Small team (2-10) / Medium/Large team (10+) Doc types README, CHANGELOG, API, ADR, User Guide... Special requirements Naming conventions, formatting preferences, tool requirements... Trigger Rules The following operations automatically check DOC-SPEC:
Creating/modifying .md files in docs/ Creating/modifying project root .md files Version releases PR creation Template Library
# Install npm install @juntz/coding-skills
Comments URL: https://news.ycombinator.com/item?id=48974093
Points: 1
# Comments: 1
Tyler Cowen: The Future Belongs to AI Maniacs
Article URL: https://www.thefp.com/p/tyler-cowen-ai-maniacs-future-economy
Comments URL: https://news.ycombinator.com/item?id=48974077
Points: 2
# Comments: 0
