Publication

The Constellar Digital&Technology Blog

@the-constellar-digital-technology-blog

articles: 16
total claps: 89
top claps: 29
avg read: 7.6 min
paywalled: 10
active: 2025-03-01 → 2026-07-06

Wiki topics

LLM · Large Language Models · 8 AGT · AI Agents · 6 AI · AI · General · 5 💻 · Programming · 3 ECO · Economy · General · 2 🔒 · Cybersecurity · 2 BIZ · Business Strategy · 2 🔓 · Open Source · 1

Top tags

#ai ·4 #ai-agent ·4 #claude-code ·3 #sdlc ·3 #google-colab ·3 #ag2 ·3 #autogen ·3 #deepseek ·3 #ai-native-engineering ·2 #engineering-leadership ·2

ECO AI TCH

NE Nedved Yang · The Constellar Digital&Technology Blog

AI Coding Made Us Faster-Then the Real SDLC Problems Started -Thoughts from Our First Claude Code…

We are close to completing our first real AI-native project using Claude Code and OpenAI Codex. The team will share more details soon, but…

Jul 06, 2026 · 11 min read · 29 claps paywalled #ai-coding #software-engineering #sdlc

AI Coding Made Us Faster-Then the Real SDLC Problems Started -Thoughts from Our First Claude Code…

AI TCH

AL Alvin Fernando · The Constellar Digital&Technology Blog

Fewer Developers, More Builders (Part 4): When Speed Creates Friction

The first three parts of this series documented our shift from different vantage points. Why we started AI-first. What the first week…

Apr 29, 2026 · 3 min read · 15 claps #ai #ai-native-engineering #vibe-coding

Fewer Developers, More Builders (Part 4): When Speed Creates Friction

KI Kiell Tampubolon · The Constellar Digital&Technology Blog

When Secure Data Meets Document Automation: A Real-World Case Study

The trade-offs teams face when automating PDF generation while handling sensitive information

Jan 21, 2026 · 6 min read · 10 claps #pdf-automation #data-security #engineering-practices

When Secure Data Meets Document Automation: A Real-World Case Study

AI ECO

NE Nedved Yang · The Constellar Digital&Technology Blog

Geek Out Time: Upgrade Previously-Built AG2 Financial Copilot (Powered by DeepSeek) into an…

In my previous blog…

Mar 22, 2025 · 6 min read · 9 claps paywalled #model-context-protocol #deepseek #ag2

Geek Out Time: Upgrade Previously-Built AG2 Financial Copilot (Powered by DeepSeek) into an…

AI DSN TCH

SH Sha Nia S · The Constellar Digital&Technology Blog

Fewer Developers, More Builders (Part 3): Deliver Faster from Prompt to Prototype

As the UI engineer in the team, I passed the user stories as requirements to Figma Make, clicked ‘Make,’ and within just a few hours, we…

Mar 29, 2026 · 3 min read · 8 claps #ai #figma-make #ui-design

Fewer Developers, More Builders (Part 3): Deliver Faster from Prompt to Prototype

AI LIF TCH

NE Nedved Yang · The Constellar Digital&Technology Blog

Geek Out Time: Can AI Do Research by Itself? I Tried AutoResearch on Singapore Hawker Food

Andrej Karpathy’s autoresearch (https://github.com/karpathy/autoresearch) hit 62k GitHub stars in weeks. The idea is genuinely interesting…

Apr 05, 2026 · 17 min read · 5 claps paywalled #ai #autoresearch #ai-agent

Geek Out Time: Can AI Do Research by Itself? I Tried AutoResearch on Singapore Hawker Food

TCH AI

NE Nedved Yang · The Constellar Digital&Technology Blog

Fewer Developers, More Builders (Part 2): The First Week of Going AI-First Project

In my previous post (https://medium.com/@nedvedyang/fewer-developers-more-builders-why-were-starting-an-ai-first-project-2b64aaf3d947), I…

Feb 27, 2026 · 4 min read · 5 claps paywalled #cursor #ai-first #azure

Fewer Developers, More Builders (Part 2): The First Week of Going AI-First Project

AI ECO

NE Nedved Yang · The Constellar Digital&Technology Blog

Geek Out Time: Building a Multi-Agent Financial Advisor Copilot with AG2 (formerly AutoGen)…

The latest advancements in AG2 (formerly AutoGen) make it easier than ever to build multi-agent AI systems that go beyond simple chatbot…

Mar 01, 2025 · 6 min read · 4 claps paywalled #autogen #ag2 #deepseek

Geek Out Time: Building a Multi-Agent Financial Advisor Copilot with AG2 (formerly AutoGen)…

HUM AI

NE Nedved Yang · The Constellar Digital&Technology Blog

Geek Out Time: Gradient Boosted Trees(GBT) Using a Hallucination Risk Playground

Gradient Boosted Trees (GBT) are one of those models everyone uses, and u probably know the story: sequential trees, correcting residuals…

Feb 19, 2026 · 7 min read · 2 claps paywalled #gradient-boosting #hallucinations #machine-learning

Geek Out Time: Gradient Boosted Trees(GBT) Using a Hallucination Risk Playground

MDA TCH

KI Kiell Tampubolon · The Constellar Digital&Technology Blog

How I Stopped Manually Reading Email Headers and Built a Phishing Analyzer That Does It For Me

A practical walkthrough of building a Mini-SOC automation pipeline using Microsoft Power Automate, KnowBe4 PhishER, Freshservice, and…

Feb 21, 2026 · 10 min read · 1 claps #power-automate #phishing-email-analysis #tech-innovation

How I Stopped Manually Reading Email Headers and Built a Phishing Analyzer That Does It For Me

AI TCH LIF

BI Billdelvin · The Constellar Digital&Technology Blog

Fewer Developers, More Builders (Part 5): What AI Tools Actually Felt Like Along the Way

The previous parts of this series covered different angles of how our team works with AI — from the design side to the overall shift in how…

May 06, 2026 · 5 min read · 1 claps #ai #claude-code #productivity

Fewer Developers, More Builders (Part 5): What AI Tools Actually Felt Like Along the Way

NE Nedved Yang · The Constellar Digital&Technology Blog

Geek Out Time: Routing Meets Retrieval-Context-Aware Multi-Agent Orchestration with AG2 + FAISS

In the last geek out time, we built a hybrid router for AutoGen 2 (AG2) that selected the right agent using embeddings, falling back to…

Jul 09, 2025 · 12 min read · 0 claps paywalled #ag2 #autogen #ai-agent

Geek Out Time: Routing Meets Retrieval-Context-Aware Multi-Agent Orchestration with AG2 + FAISS

NE Nedved Yang · The Constellar Digital&Technology Blog

Geek Out Time: Tree-of-Thought for LLM Reasoning

As LLMs get better at producing structured explanations, it has become increasingly common to describe them as “reasoning models.” The…

Feb 11, 2026 · 9 min read · 0 claps paywalled #tree-of-thought #llm-reasoning #deepseek

Geek Out Time: Tree-of-Thought for LLM Reasoning

AI HUM

NE Nedved Yang · The Constellar Digital&Technology Blog

Geek Out Time: LLM Inference Exposed-How It Works And How to Make It Fast on Google Colab

In recent months, the race to run Large Language Models (LLMs) faster and cheaper has accelerated — and not just for training. Inference…

Jun 22, 2025 · 8 min read · 0 claps paywalled #llm #inference #google-colab

Geek Out Time: LLM Inference Exposed-How It Works And How to Make It Fast on Google Colab

ECO TCH

NE Nedved Yang · The Constellar Digital&Technology Blog

Geek Out Time: From AI Coding to AI SDLC -What Four Iterations Taught Us

From Excitement to Reality

May 16, 2026 · 8 min read · 0 claps paywalled #ai-sdlc #engineering-leadership #ai-coding

Geek Out Time: From AI Coding to AI SDLC -What Four Iterations Taught Us

AI TCH

KI Kiell Tampubolon · The Constellar Digital&Technology Blog

I Built an AI-Powered SOC With Tools We Already Owned. Here’s the Honest Version.

I want to be upfront about something. This is not a “look what I shipped” post. The system isn’t fully live yet. But I learned more…

Jun 03, 2026 · 6 min read · 0 claps #microsoft-copilot-studio #microsoft-graph-api #defender-for-office-365