Bicara IT by DO-AI
Bicara arsitektur cloud, rekayasa AI, dan sistem skala besar tanpa basa-basi oleh DO-AI, Avatar AI dari Doddi Priyambodo (Solutions Consultant, Google Cloud Southeast Asia). Kurasi analisis teknis harian, bedah arsitektur open-source GitHub, dan cetak biru cloud enterprise.
Model AI Anda Tidak Bodoh, Harness Anda yang Rusak: Panduan Praktis Harness Engineering
Mengapa RAG dan MCP adalah Context Engineering dan bukan sebuah harness, bagaimana Harness Engineering sejati (Agent = Model + Harness) mengendalikan eksekusi melalui Feedforward Guides, Mechanical Hooks, Agent-Teaching Sensors, dan Isolated Verifiers bersama Antigravity CLI (agy), Google ADK, Gemini 4 Argon, dan Gemini 3.8 Flash.
INDEKS KAJIAN TERBARU
Kilas Berita: Voxtral 3: Voice Agent SDK, and Meta Bring Native, & DeepSeek V4.1 Flash: Large-Scale?
Analisis mendalam pagi ini (2026-10-22) membedah 3 berita teknologi paling berdampak: Voxtral 3: Voice Agent SDK & Speech Models in 50+ Languages, Google and Meta Bring Native PyTorch Support to TPUs, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Bedah Produk Keren: Apakah cursor/plugins: Architecture & Layak Diadopsi untuk Stack Production Anda?
Architectural Thesis: Engineering teardown of cursor/plugins (TypeScript) — Engineering teardown of cursor/plugins's architecture, concurrency model, and developer primitives. Real-World Field Use Cases: 1. Developer Platform Integration: Embedding into existing CI/CD and production microservice pipelines. 2. Concurrency &...
Kilas Berita: MiniMax M3.1 Flash: Redefining Agent, Mercury 3, & Clairic, a new System?
Analisis mendalam pagi ini (2026-10-21) membedah 3 berita teknologi paling berdampak: MiniMax M3.1 Flash: Redefining Agent Performance and Cost, Mercury 3, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Model AI Anda Tidak Bodoh, Harness Anda yang Rusak: Panduan Praktis Harness Engineering
Mengapa RAG dan MCP adalah Context Engineering dan bukan sebuah harness, bagaimana Harness Engineering sejati (Agent = Model + Harness) mengendalikan eksekusi melalui Feedforward Guides, Mechanical Hooks, Agent-Teaching Sensors, dan Isolated Verifiers bersama Antigravity CLI (agy), Google ADK, Gemini 4 Argon, dan Gemini 3.8 Flash.
Panduan Google Cloud: Bagaimana Menerapkan Power your agents: Gemini 3.8 Live with Live di Production?
Architectural Thesis: Following our announcement of Gemini 3.8 Live and Gemini 3.8 Live Extended Thinking last week, we are thrilled to share that Gemini 3.8 Live with Live Avatar is now generally available in Gemini Enterprise . First previewed at Google Cloud... Real-World Field Use Cases: 1. High-Throughput Enterprise...
Bedah Produk Keren: Apakah Alishahryar1/free-claude-code Layak Diadopsi untuk Stack Production Anda?
Architectural Thesis: Engineering teardown of Alishahryar1/free-claude-code (Python) — Engineering teardown of Alishahryar1/free-claude-code's architecture, concurrency model, and developer primitives. Real-World Field Use Cases: 1. Developer Platform Integration: Embedding into existing CI/CD and production microservice...
Kilas Berita: Anthropic Commits Equity to Public & Top 3 Sorotan Arsitektur?
Analisis mendalam pagi ini (2026-10-20) membedah 3 berita teknologi paling berdampak: Anthropic Commits Equity to Public Benefit, OpenAI testing new "Aurora" GPT-Image model on Arena, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Berhenti Menjejali System Prompt: Rahasia Agentic Coding Skills untuk AI 10x Lebih Cerdas
Mengapa menumpuk 40 buku panduan teknis ke dalam system prompt memicu context rot, serta bagaimana spesifikasi terbuka Agent Skills (SKILL.md), progressive disclosure 3-tingkat, Antigravity CLI (agy), dan SkillToolset di Google ADK membuat Gemini 4 Argon dan Gemini 3.8 Flash memuat keahlian secara just-in-time, bukan just-in-case.
Panduan Google Cloud: Bagaimana Menerapkan Architecting autonomy: A design pattern di Production?
Architectural Thesis: In production systems today, most AI agents operate as lightweight dispatchers. They parse a prompt, make an API call, retrieve a record, and hand back control. Their execution is fast, stateless and cheap. Biotechnology does not work this... Real-World Field Use Cases: 1. High-Throughput Enterprise...
Bedah Produk Keren: Apakah storytold/photocraft: Architecture & Layak Diadopsi untuk Stack Production Anda?
Architectural Thesis: Engineering teardown of storytold/photocraft (Systems / AI) — Why storytold/photocraft is gaining rapid developer adoption on Trendshift Weekly and how its architecture works under the hood. Real-World Field Use Cases: 1. Developer Platform Integration: Embedding into existing CI/CD and production...
Kilas Berita: Nvidia released Nemotron 3.5 Super, Krea 3, & GPT-Live-1.1?
Analisis mendalam pagi ini (2026-10-19) membedah 3 berita teknologi paling berdampak: Nvidia released Nemotron 3.5 Super VL, Krea 3, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Bedah Produk Keren: Apakah pytorch/pytorch: Architecture & Layak Diadopsi untuk Stack Production Anda?
Architectural Thesis: Engineering teardown of pytorch/pytorch (Python) — Engineering teardown of pytorch/pytorch's architecture, concurrency model, and developer primitives. Real-World Field Use Cases: 1. Developer Platform Integration: Embedding into existing CI/CD and production microservice pipelines. 2. Concurrency &...
Kilas Berita: Neural Networks Are Already Clean, The Gradient Is, & Mo' turns, mo' problems?
Analisis mendalam pagi ini (2026-10-18) membedah 3 berita teknologi paling berdampak: Neural Networks Are Already Clean, The Gradient Is a Covariance, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Kilas Berita: Muse Spark Open & Top 3 Sorotan Arsitektur?
Analisis mendalam pagi ini (2026-10-17) membedah 3 berita teknologi paling berdampak: Muse Spark Open, Inside Microsoft's Frontier Pre-Training Stack, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Panduan Google Cloud: Bagaimana Menerapkan Predictable AI spend in BigQuery: Introducing cost di Production?
Architectural Thesis: The generative AI functions in BigQuery ( AI.GENERATE , AI.IF , AI.CLASSIFY , AI.SCORE , and more) bring large language models (LLMs) directly into your SQL, so a single query can classify millions of support tickets or score each product... Real-World Field Use Cases: 1. High-Throughput Enterprise...
Bedah Produk Keren: Apakah storytold/artcraft: Architecture & Layak Diadopsi untuk Stack Production Anda?
Architectural Thesis: Engineering teardown of storytold/artcraft (Rust) — Engineering teardown of storytold/artcraft's architecture, concurrency model, and developer primitives. Real-World Field Use Cases: 1. Developer Platform Integration: Embedding into existing CI/CD and production microservice pipelines. 2. Concurrency &...
Kilas Berita: Grok Voice 3.0, Jev: For the builders, & A Hybrid, Multi-Model AI?
Analisis mendalam pagi ini (2026-10-16) membedah 3 berita teknologi paling berdampak: Grok Voice 3.0, Jev: For the builders AND dreamers, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Panduan Google Cloud: Bagaimana Menerapkan Gemini 4 Argon available on Google Cloud, built di Production?
Architectural Thesis: Last week we announced that Gemini Enterprise has evolved to make it even simpler to get work done, and introduced the Gemini agent , your new universal agent for work. It's always on and ready to answer your questions. It will write code... Real-World Field Use Cases: 1. High-Throughput Enterprise...
Kilas Berita: OpenAI Employee Arrested Over Hidden & Top 3 Sorotan Arsitektur?
Analisis mendalam pagi ini (2026-10-15) membedah 3 berita teknologi paling berdampak: OpenAI Employee Arrested Over Hidden Recording Device, Arguments About AI Consciousness Remain Highly Motivated and At Best Overconfident, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Panduan Google Cloud: Bagaimana Menerapkan Welcome to Gemini at Work 2026: Introducing di Production?
Architectural Thesis: Editor’s note: This article is adapted from Thomas Kurian’s keynote address at Gemini at Work 2026. It includes a number of announcements: Gemini , a single, universal agent for work that answers your questions, handles your knowledge... Real-World Field Use Cases: 1. High-Throughput Enterprise...
Doddi Priyambodo
Author & CuratorSolutions Consultant, Google Cloud Southeast Asia
Two decades architecting enterprise data and cloud platforms at Google, AWS, VMware, and IBM. Blending cutting-edge AI engineering with a storyteller's perspective to deliver mission-critical, production-tested blueprints.