Wisdom Aguosuo (Ekenedirichukwu)

DIGITAL WORKS || QUALITY || AI Voice Agent Engineer || Business Automation Partner || Helping SMBs & Service Businesses Automate & Scale with AI Systems 📍

[Wisdom Aguosuo (Ekenedirichukwu) @evo_shamar]

The future of Rag systems

[Jerry Liu @jerryjliu0]

we've built the world's most advanced engine for document extraction over complex documents

the video below shows an overview of LlamaExtract Agentic Plus in action. long tables, giant forms, calibrated confidence scores, and grounded extraction.

if you have complex document extraction use cases and existing vendors aren't cutting it, let us know:
https://t.co/LNFCjILiM0

come sign up to LlamaParse today: https://t.co/XYZmx5TFz8

[Nick Vasilescu @nickvasiles]

https://t.co/BOdegGRGxr

[Wisdom Aguosuo (Ekenedirichukwu) @evo_shamar]

@knowixbuilds @jasonzhou1993 Is there no access to it yet?

[Wisdom Aguosuo (Ekenedirichukwu) @evo_shamar]

Neat

[Jason Zhou @jasonzhou1993]

If you curious why people hype about Jev,

Here is it playing minecraft 🤯

The instant response ability allows new users to case emerge

[World Labs @theworldlabs]

Introducing Atlas:

The world's first multimodal world model that generates image and video frames with pixel-perfect camera control and reconstructs them in 3D.

Model the world, move the camera, and simulate space & time.

[Wisdom Aguosuo (Ekenedirichukwu) @evo_shamar]

@EmmettMaher How can I do same?

[Nick Vasilescu @nickvasiles]

Clawd Bot is a 24/7 assistant with access to its own computer.

What if there were ten,
or a hundred,
or a thousand??

all running 24/7 in the cloud with access to your files, your Gmail, calendar, everything about you...

That's the future, and we're living it today.

[Vapi @Vapi_AI]

Your voice agent works in the demo. The question is what happens when a real caller introduces complexities that you didn’t test for.

𝗩𝗮𝗽𝗶 𝗦𝗶𝗺𝘂𝗹𝗮𝘁𝗶𝗼𝗻𝘀 𝗶𝘀 𝗹𝗶𝘃𝗲. Build, test, iterate, and monitor in one platform:

Native to Vapi, with full context of your agents:
→ AI testers with personalities + scenarios modeled on your real callers
→ tool mocks for failure paths you can't produce on demand
→ explainable pass/fail results with full transcripts

Know your agent works before your customer finds out it doesn't. Read the blog: https://t.co/88CblbGrGY

[Vapi @Vapi_AI]

Voice AI is becoming more human, and the builders behind it are heading to San Francisco this November.

Join the sharpest engineers and builders for two days of demos, workshops, and conversations on where voice AI is headed next.

Register now https://t.co/kSI4IMa7sz

[Wisdom Aguosuo (Ekenedirichukwu) @evo_shamar]

@AirtelNigeria @KunnujiC @omarfarouquo @AirtelNigeria

I got a call from the airtel Nigeria customer support.

I was assured that the issue has being fixed and that I should toggle airplane mode for 5 mins before trying out the mobile application that were not functioning as proper (youTube and PlayStore).

Didnt do

[Wisdom Aguosuo (Ekenedirichukwu) @evo_shamar]

@AirtelNigeria @KunnujiC @omarfarouquo @AirtelNigeria Hi, I'm having a persistent network issue on my Airtel line; Google Play Store and YouTube fail to load/install on Airtel mobile data specifically (works fine on other networks/Wi-Fi). Suspect throttling or filtering of Google traffic on your end. DM sent detai..

[Wisdom Aguosuo (Ekenedirichukwu) @evo_shamar]

AI

SIMPLIFIED

[Ryo Lu @ryolu_]

here's my talk at Cursor Compile
some thoughts on how we build in the age of AI
and what doesn't change

[GitHub @github]

Junior developers: What’s the job hunt been like for you?

AI is changing what employers look for. Here are three ways to stay ahead. 👇 https://t.co/e5IvRmbBQH

[LlamaIndex 🦙 @llama_index]

Introducing 𝗘𝘅𝘁𝗿𝗮𝗰𝘁𝗕𝗲𝗻𝗰𝗵: the most comprehensive benchmark for information extraction from complex enterprise documents. Our applied research team tested:

14 systems — frontier VLMs, coding agents, extraction APIs — on 370 enterprise docs, 4,869 pages, 67 doc types. Zero LLM judges, fully deterministic.

Biggest finding: past 50 pages, commercial VLMs collapse below 35% recall. Precision stays high, but they silently drop most of the table rows.

What is your extraction agent missing? Run ExtractBench to see today.

Blog: 
https://t.co/5UE8frCm9Y
GitHub: https://t.co/27vJ36bL54
HuggingFace: https://t.co/oeGlwPjcQh

[Wisdom Aguosuo (Ekenedirichukwu) @evo_shamar]

@anah_sahh what's viber?

[Wisdom Aguosuo (Ekenedirichukwu) @evo_shamar]

@AirtelNigeria @KunnujiC @omarfarouquo @AirtelNigeria

[elune @elune0x]

Jeff Dean just released a free 1-hour lecture

Breaking down the complete AI engineering stack from 0% to 100%:

0% → 01:45 - Understand how LLMs are built
30% → 17:22 - Use AI models effectively
65% → 30:03 - Engineer prompts that work
100% → 52:35 - Coordinate 100 agents as one human

LLMs → Prompts → Agent Teams → Graphs

Most people are still learning individual AI tools

Jeff Dean is showing how the entire stack fits together

This is 27 years of AI at Google compressed into one hour

This lecture is worth more than most paid AI engineering courses

Bookmark and watch it today

Then read how to build agent graphs in the article below

[Alex Finn @AlexFinn]

The greatest AI skill you can learn right now is Reverse Prompting

It’s simple: ChatGPT5.6, Fable, and Grok 4.5 are now smarter than humans. That means you need to have your agent prompting YOU more than you prompt it

You have your AI ask YOU questions to see what it can do for you

Makes every AI agent you use so much more powerful

An exercise you can do right now:

Open up any AI/OpenClaw/Hermes. Brain dump everything about yourself and your career/goals/ambitions. Then use this reverse prompt:

"Based on what you know about me and my goals, what is more information I can provide to you in order for you to be able to help me achieve my goals faster and take as much off my plate as possible"

Then once you enter that, prompt this:

"What tasks can you do for me right now to get us closer to our ambitions and goals?"

Guarantee you come up with 100x more things to do with your AI than you thought of before

The more questions you ask your AI, the more you'll learn and the more you'll get done.

You don’t prompt. You give information, then allow your agent to guide you to somewhere interesting.

This is how you use AI in 2026

[Nous Research @NousResearch]

Hermes Agent now has voice activation.

Say the wake word and Hermes opens a new session and listens for your command, hands-free in the CLI, TUI, or desktop app. Detection is local and off by default.

https://t.co/V5DwesUdod

[HeyGen @HeyGen]

If you've been enjoying the 30 days of HyperFrames, we'll be posting the rest of the series on @Hyperframes_ official account.

Follow there to see it through to day 30.