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
Bedah Produk Keren: Apakah stablyai/orca: Architecture & Layak Diadopsi untuk Stack Production Anda?
Architectural Thesis: Engineering teardown of stablyai/orca (TypeScript) — Engineering teardown of stablyai/orca'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: The Dot and the Swarm, Olmo-core 3 MoE, & Strands Decider 2B?
Analisis mendalam pagi ini (2026-10-05) membedah 3 berita teknologi paling berdampak: The Dot and the Swarm, Olmo-core 3 untuk pelatihan MoE, dan Amazon Strands Decider 2B bagi arsitek sistem.
Bedah Produk Keren: Apakah tensorflow/tensorflow: Architecture & Layak Diadopsi untuk Stack Production Anda?
Architectural Thesis: Engineering teardown of tensorflow/tensorflow (C++) — Engineering teardown of tensorflow/tensorflow'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....
Kilas Berita: Researchers Built an Agent & 4 Sorotan Arsitektur Utama?
Analisis mendalam pagi ini (2026-10-04) membedah Google Researchers Built an Agent for Automated Research, Microsoft's first streaming transcription model debuts at No. 1 on Artificial Analysis, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Bedah Produk Keren: Apakah anthropics/skills: Architecture & Layak Diadopsi untuk Stack Production Anda?
Architectural Thesis: Engineering teardown of anthropics/skills (Python) — Engineering teardown of anthropics/skills'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: Claude-shaped science, OpenAI cuts ties, & 3 Sorotan Arsitektur?
Analisis mendalam pagi ini (2026-10-03) membedah Claude-shaped science, OpenAI cuts ties with 3 safety researchers, WSJ reports, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Kilas Berita: Gemini 4 Argon, Musk's SpaceXAI Considers Overhaul, & 3 Sorotan Arsitektur?
Analisis mendalam pagi ini (2026-10-02) membedah Gemini 4 Argon, Musk's SpaceXAI Considers Overhaul of Pricing for Grok, X Users, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Memahami Google Agent Development Kit (ADK): Panduan Pemula hingga Menengah dengan Agents CLI
Panduan praktis tingkat pemula hingga menengah untuk memahami Google Agent Development Kit (ADK) dan Agents CLI (google-agents-cli): konsep inti, pemetaan model mental dari Dialogflow CX, stateful Python tools, orkestrasi multi-agen, streaming suara Gemini Live, serta daftar referensi resmi dan codelab.
Panduan Google Cloud: Bagaimana Menerapkan Reimagining work: How Pythian’s internal AI di Production?
Architectural Thesis: When Pythian rolled out Google Cloud’s Gemini Enterprise across our 500-person company in 27 countries, the goal was simple: use our own company as a proving ground to discover how enterprise AI actually delivers ROI. What we found changed... Real-World Field Use Cases: 1. High-Throughput Enterprise...
Bedah Produk Keren: Apakah agent-substrate/substrate Layak Diadopsi untuk Stack Production Anda?
Architectural Thesis: Engineering teardown of agent-substrate/substrate (Go) — Engineering teardown of agent-substrate/substrate'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....
Kilas Berita: GPT-6.1 Sol, dots, & 3 Sorotan Arsitektur?
Analisis mendalam pagi ini (2026-10-01) membedah Introducing GPT-6.1 Sol, Introducing dots, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Panduan Google Cloud: Bagaimana Menerapkan What’s new in AI infrastructure and orchestration di Production?
Architectural Thesis: Welcome back to What’s new in AI infrastructure and orchestration this month , a collection of product updates, how-tos, customer stories, research and other resources about all the AI compute, networks, storage, frameworks, and... Real-World Field Use Cases: 1. High-Throughput Enterprise Workloads...
Kilas Berita: NVIDIA Launched Open Agent Safety & 4 Sorotan Arsitektur Utama?
Analisis mendalam pagi ini (2026-09-30) membedah NVIDIA Launched Open Agent Safety Platform, Anthropic's IPO prospectus shows sweeping AI vision, surging costs, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Bedah Produk Keren: Apakah After Jev, now Laya! Multilingual Layak Diadopsi untuk Stack Production Anda?
yped decisions over 100+ languages in a single forward pass — 33 ms — trained with reinforcement learning against strictly proper scoring rules (RLCD), with a router that picks the right checkpoint per request.
Kilas Berita: OpenAI prepares to expand Ultrafast, Why I'm Building Muse, & 3 Sorotan Arsitektur?
Analisis mendalam pagi ini (2026-09-29) membedah OpenAI prepares to expand Ultrafast API to more users, Why I'm Building Muse, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Panduan Google Cloud: Bagaimana Menerapkan Getting started with Mantis, our open-source bug di Production?
<div class="block-paragraph_advanced"><p><span style="vertical-align: baseline;">AI models have clearly proven their ability to discover and exploit vulnerabilities without much, if any, human assistance. To help defenders gain the advantage with AI, we built Real-World Field Use Cases: 1. High-Throughput Production...
Bedah Produk Keren: Apakah liweiyi88/gosnakego: Architecture & Layak Diadopsi untuk Stack Production Anda?
Architectural Thesis: Engineering teardown of liweiyi88/gosnakego (Systems / AI) — Why liweiyi88/gosnakego 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: How Good Are LLMs, Intelligence Density, & 3 Sorotan Arsitektur?
Analisis mendalam pagi ini (2026-09-28) membedah How Good Are LLMs at Decision Forking?, Intelligence Density, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
Bedah Produk Keren: Apakah google/adk-python: Multi-Agent Runner Layak Diadopsi untuk Stack Production Anda?
Architectural Thesis: Engineer-to-engineer teardown of google/adk-python examining Runner.run_async event streams, AgentTool delegation, and InMemorySessionService vs Vertex AI sessions. Real-World Field Use Cases: 1. Deterministic Tool Verification Gates: Intercepting LLM tool calls with pre- and post-execution...
Kilas Berita: Are you ready for superintelligence, What we learned from, & 3 Sorotan Arsitektur?
Analisis mendalam pagi ini (2026-09-27) membedah Are you ready for superintelligence, What we learned from being the first company to disclose an agent cyberattack, serta implikasi arsitektur production, latensi, dan biaya untuk tim engineering.
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.