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Compound Engineering: Make Every Unit of Work Compound Into the Next

"The core philosophy of compound engineering is that each unit of engineering work should make subsequent units easier—not harder.Most codebases get harder to work with over time because each feature you add injects more complexity. After 10 years, teams spend more time fighting their system than

Just build the tools yourself

Wanting to building is collapsing very fast

Context Is Now a First-Class Architectural Concern

"Context Is the New WorkloadEvery AI system runs on context.Prompts, memory, retrieved documents, intermediate reasoning steps, tool outputs, and prior conversations all get bundled together into a single execution surface. That bundle is the real workload.Yet most systems still treat context as an

Building vertical microfrontends on Cloudflare’s platform

As someone that was part of -bigger than it should be- frontend codebases, this is a very nice and tbh simple take on micro frontends. Cloudflare primitives are amazing.

Why You Don't Need Re-Ranking: Understanding the Superlinked Vector Layer | VectorHub by Superlinked

Don't shy away for multi-modality. Nice read, might try this guys.

Ben & Marc: Why Everything Is About to Get 10x Bigger

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Did filesystem tools kill vector search?

No, it did not.

Quantized Retrieval - a Hugging Face Space by sentence-transformers | Tom Aarsen | 10 comments

"You can perform 200ms search over 40 million texts using just a CPU server, 8GB of RAM, and 40GB of disk space. The trick: Binary search with int8 rescoring."

Stoic (@Stoiiic) on X

Compound.

Invert, always invert - The Engineering Manager

"By pulling on the sage advice of Charlie Munger, we can use pessimism to its full advantage, giving us safer planning, estimation and rollout."

Distinguishing yourself early in your career as a developer | notes.eatonphil.com

"Distinguishing yourself early in your career as a developer"

#agi #ai #llm #technology #tiiny | Norman Paulsen | 28 comments

120 billion parameters now fit in your pocket, without a cloud connection. The Tiiny AI Pocket Lab, officially verified by Guinness World Records, represents a significant shift in how large language models will be distributed and accessed. This pocket-sized device, measuring 14.2 x 8 x 2.53 cm and

We Built 2 AI Products in 14 Days

Stan, via John and Vitaly, is a breath of fresh air and an open door into what it really means to build high-performing teams and successful SaaS companies. An energizing video! “Stanfrancisco”! P.S. Maybe I should have seen this video earlier - there’s some overlap with Commonplace. Oops 😛

Karri Saarinen (@karrisaarinen) on X

"The disappearing middle of software work"

Plannotator - Visual Plan Review for Claude Code

"Interactive Plan Review: Mark up and refine your plans using a UI, easily share for team collaboration, automatically integrates with Claude Code plan mode." Cool

Dane Knecht 🦭 (@dok2001) on X

"What should @Cloudflare build in 2026?" Paying close attention to this

How I Made $106,000,000 in 72 Hours (Behind The Scenes)

Bonkers

The Compensation Commandments

"It might seem obvious… but your foremost goal when running a compensation cycle is to maximize the talent and enthusiasm of your team. Full stop"

CLAWDIS 👀

"CLAWDIS bridges WhatsApp (via WhatsApp Web / Baileys), Telegram (Bot API / grammY), and Discord (Bot API / discord.js) to coding agents like Pi. It’s built for Clawd, a space lobster who needed a TARDIS."

Cool, perhaps?

http://agi.app

2025 Reading Wrap up

It's not a lot of books for 2025 but I am still happy to finish the year with 62 books read - 63 if I finish my current read before midnight! But real highlight of the year: Being a mom!! Tell me your fav books of 2025 and one non-bookish highlight from your year!

Navigating the unpredictability of everything

"When we create strategies, we’re told to “skate where the puck is going.” That means predicting the future, such as macro economic trends, and the trends of our industry and immediate competitive markets."

"137 Brutally Honest Truths to Win (AT ANYTHING)"

7h mashup of hormozi videos, a full work day of lessons

Hormozi Lessons

https://www.youtube.com/watch?v=YONIUpk-kAs

How to Engineer a Life You Love - Mark Rober

"Dopamine isn't interested in having things, dopamine is interested in getting things" Mark Rober is a gem

On AI Infrastructure in Biology

ike Tyson famously said that “everyone has a plan until they get punched in the face.” As the COVID bubble burst, we learned that “every biotech has a plan until the market collapses.” AI + Biotech = massive breakthroughs in biology. It’s a fairly lengthy article, but even as a layman in biology,

Stop Asking for Permission to Do Your Best Work

https://creatoreconomy.so/p/stop-asking-for-permission-to-do-your-best-work

Sequoia Partner & CPO Jess Lee: What Great Founders Do Early and How AI Will Change Consumer Apps

sequoia content always a nice listen

What is Al "reward hacking"—and why do we worry about it?

At the end of the day modern AI are optimization algorithims that will try to overfit and cheat their way to whatever reward we use

OpenAI’s Product Lead Reveals the 4-Part Framework for AI Product Strategy