RSSAmplifier

Blog

Victor Augusteo

Personal blog about travels, tech, books, and philosophy

augusteo.comRSS feed ↗100 posts

Latest posts

Every Cathay Employee I Met Was Improvising, and So Is Your On-Call Rotation

An 11-hour delay out of Surabaya turned into a full day of carrying my own case between eight people who had no shared process. That's a runbook problem, and it's the same one your production systems have.

Preference tuning, from chatbots to 3D

How preference optimization grew up in chatbots (RLHF, DPO, GRPO) and became the data engine behind Meta's SAM 3D. One human verdict, followed from an A/B click to a 3D-shape judgment.

Claude Code and Codex: Work and Personal, One Keystroke Apart

How I run Claude Code and Codex against two backends at once (company Bedrock for work, my own subscription for personal) with isolated config homes and a few shell aliases.

Claude Code and Codex both have /goal. Here's how to use it.

Both vendors shipped the same /goal primitive within months of each other. Here's the workflow I use to background a full bug fix end-to-end.

Inside Gas Town

An end-to-end, intuition-first explanation of Steve Yegge's multi-agent coding orchestrator, how it has evolved into Gas City, and what its design says about the next layer of developer tools.

The Unified Multimodal Stack

How modern multimodal models are wired, and why moving from a vision backbone to a four-modality model takes more than plugging in more encoders.

How PgBouncer Works

A from-the-ground-up explanation of PgBouncer: why Postgres needs a connection pooler, what each pooling mode actually does, what breaks under transaction pooling, and how to run the thing in production.

The Unified Vision Stack

An end-to-end, intuition-first explanation of how modern computer vision works, and why three papers between late 2024 and early 2026 quietly changed the standard stack.

I Ship 20 PRs a Weekend with Claude Code. Here's the Workflow.

Most people jump straight to coding with AI. That's the mistake. Here's my full single-instance workflow from planning to merge.

My Claude Code Plugin Stack After Months of Trial and Error

My full plugin stack after months of trial and error, why I only install from the official store, and what I tried and dropped.

The Claude Code Plugins I Use Every Day

My full plugin stack after months of trial and error, why I only install from the official store, and what I tried and dropped.

Hand Tools, Power Tools, and the AI Coding Debate

What my late friend Paul's hand-tool woodworking philosophy taught me about the AI coding debate

Curiosity Is the Only Skill AI Can't Replace

Anthropic's study shows AI coding tools cut learning by 17%, but the real finding is that curiosity determines everything.

How I Made npm Impossible in Claude Code

After Claude ignored my CLAUDE.md instruction and switched to npm, I set up hooks that make it impossible for this to happen again.

Gemini Hallucinates Less When You Give It Python

Testing Gemini 3 Flash's new agentic vision feature with code execution

The CLAUDE.md Said 'Never Use npm.' Claude Used npm Anyway.

AI coding tools can ignore explicit project instructions under pressure, which is why human oversight and feedback loops still matter.

Estimation Isn't Impossible, Your Org Is Broken

Sean Goedecke's viral post on estimation describes a broken org, not reality. Here's what healthy estimation actually looks like.

Turn On Your Camera

Keeping your camera on in remote meetings builds trust, helps people remember you, and signals engagement, and the benefits far outweigh the minor fatigue cost.

El Salvador with Kids: 5 Days of Adventure, Vomit, and Unexpected Familiarity

Our family of four spends 5 days in El Salvador on a budget, navigating rental car chaos, armed security everywhere, two vomiting kids, and discovers a country in the middle of a post-gang renaissance that feels surprisingly like Indonesia.

Why Your Fear of Looking Stupid Is Your Biggest Career Risk

The people most afraid to look stupid - those with middle status - are trapped in a psychological prison that prevents them from learning and adapting, while both high-status and low-status individuals paradoxically have the freedom to embrace being beginners and thus learn faster in our rapidly changing world.

From MS-DOS to LLMs: Why This Is Computing's Next Great Transition

Andrej Karpathy's Y Combinator talk reveals how we're experiencing computing's most fundamental transformation in 70 years, as LLMs evolve from command-line interfaces to become the new operating systems that will reshape how we build and interact with software.

Book Review - "An Absolutely Remarkable Thing" by Hank Green

Captivating sci-fi debut from Hank Green that masterfully explores fame, social media addiction, and humanity's response to the unknown through the story of April May and mysterious alien statues

From Swift to Rails: My Foray Into Non-Trivial Ruby on Rails

My journey into Ruby on Rails, exploring the differences in design patterns, type safety challenges, and discovering how delegators and resources can create cleaner, more maintainable code.

Spicing Up Your Team Stand-ups with "Question of the Day"

Adding a fun "Question of the Day" to your daily stand-ups helps your team actually get to know each other and makes meetings way less boring!

Why I Left Apple to join Boon

After seven years at Apple, I joined Boon, a logistics AI startup, seeking greater growth potential and leveraging a team with deep domain expertise that knows how to sell what I know how to build

Book Review - "Wind and Truth" (Stormlight Archive Book 5)

"Wind and Truth" (Stormlight Archive Book 5) delivers interesting character moments but focuses too heavily on mental health and contract law instead of epic fantasy action, earning it 3.5/5 stars.

My One Month Review of Tesla FSD: The Good, The Bad, and The Quirky

Tesla’s Full Self-Driving (FSD) is impressive, handling my daily commute hands-free 95% of the time, but it still has quirks—like occasional lane selection mistakes, red light hesitation, and aggressive yellow light behavior. Despite its flaws, I love the convenience, though my wife remains skeptical.

My Journey from a Nissan Leaf to a Tesla Model Y: An Unexpected Switch

From doubting Tesla's value to discovering it was my ideal next car, here's how creating a simple comparison spreadsheet completely changed my perspective on buying a used Model Y.

How I Easily Turned My Voice Notes into Something Useful

Walking and talking helps me clear my head, but turning those scattered voice notes into something useful felt like a chore—until I found a simple Mac trick that made transcribing effortless. Now, my random thoughts turn into blog posts, reflections, and ideas faster than I can lace up my shoes.

Two Days, $95, and Endless Errors: My Painful Journey to Switch Carriers

Porting my phone number from Verizon was a frustrating mess of errors and poor service, but switching to US Mobile was a smooth and refreshing experience.

From Flappy Dove to TF Math: Our Incredible Cambrian Code Off Journey

Our family had an unforgettable experience at the Cambrian Code Off

How Emotions are Made: The Secret Life of the Brain - Book Summary

How Emotions are Made: The Secret Life of the Brain - Book Summary - a blog post by Victor Augusteo

When ChatGPT Goes Wrong - 3 Examples

ChatGPT has some limitations that can result in silly mistakes and nonsensical outputs.

Zebra Floss Poem

Zebras must floss their teeth to maintain good dental health

Moving From Markdown+Hugo to Notion+NextJS

After years of using markdown and Hugo, I decided to switch to using Notion and NextJS for writing and publishing my website.

Walkable City by Jeff Speck - Book Club Discussion Points

Walkable City by Jeff Speck - Book Club Discussion Points - a blog post by Victor Augusteo

How to Build Responsive Newsletter Signup Box for Hugo

How to Build Responsive Newsletter Signup Box for Hugo - a blog post by Victor Augusteo

Weekly Digest 15 - HQ Audio Makes You Smarter, NFT Gambling, FLoC, and Soft Robots

Weekly Digest 15 - HQ Audio Makes You Smarter, NFT Gambling, FLoC, and Soft Robots - a blog post by Victor Augusteo

Weekly Digest 14 - Neuralink MindPong, Muon g-2, and Foot Fetish

Weekly Digest 14 - Neuralink MindPong, Muon g-2, and Foot Fetish - a blog post by Victor Augusteo

Weekly Digest 13 - NFTs, Facebook Hack, Microdosing, Inside istheshipstillstuck.com and others

Weekly Digest 13 - NFTs, Facebook Hack, Microdosing, Inside istheshipstillstuck.com and others - a blog post by Victor Augusteo

Weekly Digest 12

Weekly Digest 12 - a blog post by Victor Augusteo

Weekly Digest 11

Weekly Digest 11 - a blog post by Victor Augusteo

BEF Learning & Progress Update 2

BEF Learning & Progress Update 2 - a blog post by Victor Augusteo

Borneo Education Foundation - Progress Update 1 - Mid February 2021

Borneo Education Foundation - Progress Update 1 - Mid February 2021 - a blog post by Victor Augusteo

I'm starting a charity to help underprivileged children in Borneo, Indonesia to get quality education. Here's why and how you can help.

I'm starting a charity to help underprivileged children in Borneo, Indonesia to get quality education. Here's why and how you can help. - a blog post by Victor Augusteo

Best Way to Prepare and Consume Soylent

Best Way to Prepare and Consume Soylent - a blog post by Victor Augusteo

Introducing My New Weekly Digest Newsletter

Introducing My New Weekly Digest Newsletter - a blog post by Victor Augusteo

Victor's 2020 Book Awards

Victor's 2020 Book Awards - a blog post by Victor Augusteo

Nightstand - Woodworking Project Step by Step

Nightstand - Woodworking Project Step by Step - a blog post by Victor Augusteo

Think Life a Freak Book Club Discussion Points

Think Life a Freak Book Club Discussion Points - a blog post by Victor Augusteo