Setup production gue sekarang cuma satu VPS Contabo. 4 vCPU, 8GB RAM.
Stacknya Next.js 16, Tailwind v4, Zustand. Payment pake Paystack inline popup, gak redirect ke halaman lain.
Semua di Docker Compose dengan service boundaries yang bersih. CI/CD jalan di GitHub Actions — build image, Trivy scan, Gitleaks, push ke GHCR, terus SSH deploy tiap ada push ke main.
Buat observability gue pake Prometheus, Grafana, Loki, Promtail, cAdvisor. Dashboard mantengin RPS, error rate, P95 latency, CPU, memori, disk, koneksi Postgres, log tiap container. Logs disimpen 30 hari biar gak ilang pas debugging.
Sisi keamanan. Cloudflare Full Strict SSL, UFW cuma buka 22 80 443, Fail2ban jagain brute force, Tailscale buat akses internal.
Buat resilience. Daily pg_dump ke S3, retention 7 hari. Kalo server kenapa-napa, Terraform sama Ansible bisa bangun VPS baru dan restore dalam hitungan menit.
Tiga hal yang paling nolong:
- Pertama, monitoring gue pisah di Compose file sendiri. Jadi pas app deploy, Grafana tetep hidup. Gue bisa nonton rollout live tanpa blind spot.
- Kedua, pipeline gue strict. Trivy dan Gitleaks harus pass sebelum image dikirim ke registry. Gak ada skip, gak ada "nanti aja."
- Ketiga, Paystack pake webhook confirm path. Jadi payment tetep terverifikasi walau user nutup browser pas transaksi.
Sekarang lagi pelan-pelan migrasi ke K3s single node pake Helm dan ArgoCD buat GitOps. Staging namespace udah jalan bareng production.
Semua tools open-source dan free-tier. Biaya bulanan cuma VPS plus payment processing fee.
Satu server. Satu domain.
New in Claude Cowork: teach Claude a skill.
Record your screen while you do a task, talk through it as you go, and Claude turns it into a skill it can run again. Find it under Record a skill in the + menu of the Claude desktop app.
Available on Pro, Max, and Team plans.
CLAUDE OPUS 4.8 ESTÁ CREANDO SITIOS WEB 3D SIN DISEÑO NI CÓDIGO.
12 minutos. De principio a fin.
Sin Figma. Sin líneas de código. Solo prompts.
Guárdalo. ⬇️
✅ Claude Code
✅ Claude Cowork
✅ Claude Design
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✅ Claude Science
✅ Claude Teacher
⬜ Claude HR
⬜ Claude Analytics
⬜ Claude Marketing
⬜ Claude Sales
⬜ Claude Legal
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We're introducing Claude for Teachers: free access to premium Claude capabilities for verified K-12 educators in the US, with a library of teaching skills and a direct connection to evidence-based curricula, mapped to academic standards in all 50 states.
claude.com/solutions/teac…
New skill: /find-animation-opportunities
Search your UI for places that would genuinely benefit from motion, while also telling you what not to animate.
github.com/emilkowalski/s…
Since Claude Code is experiencing a major outage except for government users, we’re going through the official React documentation to learn how to call an API and map its fields.
Un chino de 29 años dejó su trabajo de ventas y ahora se está forrando gracias a la IA.
En solo dos semanas ganó lo que su jefe gana en todo un año.
$306,000 de beneficio en el último mes.
Reemplazó a todo un equipo de analistas cuantitativos con Claude + 6 agentes de IA y creó su propio motor de simulación de precio de ETH.
Cada agente valida sus propias decisiones, genera mínimo $15,000 al día y el sistema funciona 24/7 de forma completamente autónoma.
Esto ya no es trading… esto es explotación matemática del mercado.
Guarda esta publicación si quieres construir lo mismo.
- NEVER use your organization/company key-val on file .env
- If truly needed .env (ONLY DEV THINGS)
- NEVER READ secrets (HOOKS IT FOR - ENFORCE YOUR AGENT)
use SOPS: Secrets OPerationS getsops.io 🐣
🚨 BREAKING: Stanford's 423-page AI Index Report 2026 is out! [Bookmark it below]. These are its key takeaways:
1. AI capability is not plateauing. It is accelerating and reaching more people than ever.
2. The U.S.-China AI model performance gap has effectively closed.
3. The U.S. hosts the most AI data centers, with the majority of its chips fabricated by one Taiwanese foundry.
4. AI models can win a gold medal at the International Mathematical Olympiad but cannot reliably tell time, an example of what researchers call the jagged frontier of AI.
5. Robots still fail at most household tasks, even as they excel in controlled environments.
6. Responsible AI is not keeping pace with AI capability, with safety benchmarks lagging and incidents rising sharply.
7. The U.S. leads in AI investment, but its ability to attract global talent is declining.
8. AI adoption is spreading at historic speed, and consumers are deriving substantial value from tools they often access for free.
9. Productivity gains from AI are appearing in many of the same fields where entry-level employment is starting to decline.
10. AI’s environmental footprint is expanding alongside its capabilities.
11. AI models for science can outperform human scientists, though bigger models do not always perform better.
12. AI is transforming clinical care, but rigorous evidence remains limited.
13. Formal education is lagging behind AI, but people are learning AI skills at every stage of life.
14. AI sovereignty is becoming a defining feature of national policy, but capabilities remain uneven, even as open-source development helps to redistribute who participates.
15. AI experts and the public have very different perspectives on the technology’s future, and global trust in institutions to manage AI is fragmented.
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👉 Download the full document below.
👉 To learn more about AI's legal and ethical challenges, join my newsletter's 93,500+ subscribers (link below).
14K Followers 1K FollowingFeb. Found00r at @HappyCuans. Ambassad00r at @Arbitrum. Validat00r at @CrossFiChain and @RedbellyNetwork. Part of @EnclaviumFNF.
1.7M Followers 2 FollowingClaude is an AI assistant built by @anthropicai to be safe, accurate, and secure. Talk to Claude on https://t.co/ZhTwG8dz3D or download the app.
4K Followers 2K Following• Once my mission here is done, this account gets deleted
• A mathematician in finance | Researcher & Investor
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An independent consultant, especially in product management and tech in general
6K Followers 40 Following🚀 Laravel / PHP Tips | YouTube: https://t.co/ORdNufCN8d | Blogs: https://t.co/yc2lXv5Vdd
🤝 Our dev team is open for outsourcing partnerships! DM open.
63K Followers 492 Following~20 yrs in web-dev, now mostly Laravel.
My Laravel courses: https://t.co/HRUAJdNpPj
My Youtube channel: https://t.co/qPQAkap2Sd
7K Followers 9 FollowingThe most flexible admin panel for Laravel developers - 2.5M downloads and counting 📈 Follow us for tips & tricks on Laravel, Backpack & admin panels 💻
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