{CHURCHILL•}⛪️

AI Data Scientist by day🧑‍💻 Economist by night 🌜

[{CHURCHILL•}⛪️ @ChurchillonData]

Content creation has now become the visible part of Ghana's tech scene, the country's potential in fields like software development, AI, cybersecurity, fintech, Data science, UI/UX design, cloud computing, health-tech and video editing remains largely untapped.

[Alex Xu @alexxubyte]

How OpenAI Built Its Data Agent

Most teams building data agents stack routers, fine-tunes, and complex retrieval pipelines on top of multiple LLMs. OpenAI didn't.

Their data agent runs on a single model and only 13 tools, across 1.5 exabytes and 90,000 tables. It's "pretty vanilla" by design.

We spoke with Emma Tang, Head of Data Platform Engineering at OpenAI, to better understand the architecture and the engineering decisions behind it.

The article covers:
- The architecture behind the data agent
- The six layers of context that make a single LLM reliable across 90,000 tables
- How OpenAI Uses Codex Internally: 3 Use Cases
- Five practical lessons for any team building a domain agent
- Where OpenAI's data platform is headed next

[Slightly Techie School @stechie_school]

🚀 Ready to level up your software engineering skills?

Join us for the System Design Masterclass & learn the fundamentals of designing scalable, reliable, high-performing systems.

📅 13th June
⏰ 11:00 AM
📍 Accra Innovation Center
💰 FREE

Register now: https://t.co/fiqr3nY2HR

[Y Combinator @ycombinator]

In the first episode of our new series Full Stack, @conductor_build CEO and co-founder @charlieholtz takes us into the details of how he sets up his workflow for coding and managing AI agents.

00:00 – Building Conductor With Conductor
01:05 – Managing a Team of Coding Agents
02:39 – Do You Still Write Code?
04:17 – Charlie's AI Stack and Setup
05:48 – “Slop-free” Zones
07:25 – Don’t Let the AI Be Your Architect
09:15 – The Future of Cloud Workspaces
10:40 – Claude vs Codex
12:01 – Tokenmaxxing
14:17 – The Future of Human–AI Collaboration
15:07 – "Code Is Becoming Sawdust"

[freeCodeCamp.org @freeCodeCamp]

Responsive design doesn't always need to depend on the full viewport.

In this guide, @ArnoldJabo shows you how CSS container queries let components respond to their own parent size.

You'll compare them with media queries, then build scroll-based effects with scrollable and stuck queries.

https://t.co/s9AhefwrVS

[{CHURCHILL•}⛪️ @ChurchillonData]

@OlayiwolaAkinn1 Thanks for this

[lonlee @THEOCTOPUS_1]

Kai Cenat on Twitch:
"I’d rather sleep under a bridge in Pakistan than book a vacation to South Africa ngl. IShowSpeed opened my eyes. I’m taking my money straight to Ghana 🇬🇭for peace, vibes, and shea butter massages.”

[Kyle Anthony Miller @kyleanthony]

Neo Industrial Design

[Dan Kornas @DanKornas]

Building coding agents is mostly harness work. This repo shows the pieces.

Dive into Claude Code is a source-level architectural analysis of Claude Code for builders designing AI agent systems.

It helps you move beyond “just call the model” thinking by mapping the runtime around the model: permissions, context management, tool routing, recovery logic, extensibility, and session state.

Key features:

• Source-level breakdown – analyzes Claude Code v2.1.88 across ~1,900 TypeScript files and ~512K lines
• Agent loop map – traces context assembly, model calls, tool dispatch, permission gates, execution, and stop conditions
• Safety + permissions model – documents 7 permission modes, deny-first rule evaluation, and 7 safety layers
• Context management details – explains the CLAUDE.md hierarchy, file-based memory, and 5-stage compaction
• Builder decision guide – turns the analysis into choices for reasoning placement, safety, context, extensibility, subagents, and persistence

It’s open-source (CC BY-NC-SA 4.0 license).

Link in the reply 👇

[Caroline SAMPSON @caroline4real]

GUKIS 2026..

[Rohit Ghumare @ghumare64]

Learn everything at one place: https://t.co/DV12HanJ9a

[Mempeasem President @AsieduMends]

SWAGGA , A PROPHECY UNFOLDING🫡

[ClaudeDevs @ClaudeDevs]

How do we automate business analytics with Claude?

New blog post covering our best practices for skills, data foundations, and evaluations when building agents to perform data analysis:

https://t.co/mfEJMAQFBU

[Hassan @nutlope]

Introducing PDF to Lesson!

Create interactive personalized courses from any PDF. 100% free & open source!

Powered by GPT OSS on @togethercompute.

[Riya Sharma @Riya_geoinv7]

Amazon ML Summer School 2026 is open
Free ML program by Amazon -learn directly from Amazon Scientists
Only for 2027 & 2028 graduates (https://t.co/ORexefEslH) Round 1: Resume - deadline Jun 14
Round 2: SOP
Round 3: 60 min test -ML, probability, stats + 2 coding Qs
Link👇

[{CHURCHILL•}⛪️ @ChurchillonData]

@uxderrick It’s something happening around the world. It’s about to become a universal law

[Miss ADEL🦋🦚🌹 @a_derll]

My God, I can’t believe I’ve been invited among all these dignitaries as a Speaker for the ESA ECONOMIC FORUM happening tomorrow in KNUST

[Suni @suni_code]

Found the Best Resource to learn Harness Engineering. 😭

https://t.co/3eOEmMlfbv

[🇬🇭 Black Stars @GhanaBlackstars]

👊🏾 The journey begins here. ✈️🇬🇭

🎶 @blacksherif_

#BlackStars | #FIFAWorldCup

[Paul Azunre @pazunre]

So... When largely the same group of people was pushing the idea of government regulating what adults do consensually in their own bedrooms - how many of the people now outraged by the NITA bill were outraged by that? Serious question.

Let me drop this timeless quote here

[Claude @claudeai]

We spoke with @BenJames_____ about building things, creativity, and why silly ideas matter.