AI Native Operators

Helping founders and teams become ai native
Tutorials, builds, and the operator brief ↓

[amirmxt @amirmxt]

these bot automations by @Notarahq has saved us thousands in churn and made us thousands in upsells

heres how it works:

- it preloads a shared skill library the team has created
- connects to the tools we currently used
- has a prompt automation in place to run

Automation 1 - checks against intercom and tags every team member assigned to the ticket based on urgency, replies, and contexf

helps us stay on top of our open tickets and make sure we don’t miss any

Automation 2 - runs a check our funnel performance and lets us know how trial conversions are doing with lead data enrichment

Automation 3 - checks our user plan limits and pings us if anyone is nearing their plan limit and fires a follow up email to upsell a plan upgrade

[amirmxt @amirmxt]

anyone thats worked at mid market and enterprise knows this is the only way

I've spent the past few years running AI strategy or implementations (ibm,sli , and independently) for various teams

this involved deploying exactly what aaron's explaining (hybrid cloud, ai POCs)

it's very hard to sell ai software off the shelf thats self serve in enterprise, so you need to have service backed by a platform

i.e say you're working with insurance company that wants to become ai native in underwriting

I would map out the entire underwriting process, look where we can actually deploy agents to, and then assess what tools need to be bought off shelf or built from there

in most cases, use existing APIs and then use a harness of the shelf (or build your own) to get it adopted internally

two biggest gaps in this space is product education and forward/applied ai deployment

[AI Native Operators @ainativeops]

codex usage analytics now show where your tokens go

open settings, check which tasks, subagents, and chats burn the budget, then cut the noisy loops before you hit the wall again

desktop: settings, usage and billing (or usage on eligible enterprise)

https://t.co/cq6kLrdfKP

[OpenAI Developers @OpenAIDevs]

Get more visibility into your usage.

See how tasks, subagents, and individual chats contribute to your Codex usage, so you can make more informed choices about your workflow.

[AI Native Operators @ainativeops]

chatgpt appshots landed on windows

grab the bug on your screen or a ui you want remade, then ask chatgpt to debug or recreate it without pasting screenshots by hand

windows desktop first. less copy-paste between apps

https://t.co/SopXlB1zTG

[OpenAI Developers @OpenAIDevs]

Appshots 🤝 Windows

Give ChatGPT context from the apps you’re working in and spend less time getting it up to speed.

Debug an issue, grab a UI you want to recreate, pull in data from another app, and more. A lot less copying and pasting.

[AI Native Operators @ainativeops]

chatgpt is now inside microsoft word

drop rough notes into a doc, ask for a first draft and proofread pass, then accept or reject edits yourself

free through enterprise, with usage limits. sol preview on business and enterprise through sep 30

https://t.co/6uYEg7wIl3

[ChatGPT @ChatGPT]

Procrastination has met its match. ChatGPT is now in Word.

You can add ChatGPT to Microsoft Word to turn rough notes into first drafts, untangle tricky paragraphs, proofread, and get suggested edits—all without leaving your document.

It can even spot formatting issues. Which means a few less things to fix later 🔍

[AI Native Operators @ainativeops]

grok bot can talk now

ask it out loud to finish the outreach draft while it keeps working in your apps, then approve the send yourself

rolling out on desktop and mobile over the next couple of days

https://t.co/HS6fXy9fbm

[Grok Bot @bot]

Grok Bot can talk now.

[AI Native Operators @ainativeops]

claude projects now run as one conversation that spins parallel cloud threads

set a checkout latency goal across your repos, then steer which prs merge first from your phone

beta for select pro and max cloud sessions first. local machine access not yet

https://t.co/TutDkqFAme

[Claude @claudeai]

Projects now run from one conversation, starting in Claude Code. You describe what needs doing, and Claude directs parallel threads that keep working after you close your laptop.

In beta today for select Pro and Max users in cloud sessions; coming to all Claude users soon.

[AI Native Operators @ainativeops]

openai showed gpt-6 astra helping cognition's devin write tests before ship

use it when standing up an integration harness is the slow step before merge

fits teams already on codex who need regression coverage on agent-written code

https://t.co/azlarapaqO

[OpenAI Developers @OpenAIDevs]

GPT-6 Astra helps @cognition’s Devin back up “it works” with tests before the team ships.

[AI Native Operators @ainativeops]

gpt-5.5 leaves chatgpt, chatgpt work, and codex on oct 14

if you still pin 5.5 in codex, switch to gpt-5.6 sol or gpt-6 astra before that date

api-key codex sessions and the openai api keep 5.5 for now

https://t.co/sdLYJrHhNZ

[ChatGPT @ChatGPT]

On October 14, it's time to say farewell to GPT-5.5 in ChatGPT, ChatGPT Work, and Codex across all plans.

If you use GPT-5.5 in Codex, switch to GPT-5.6 Sol or GPT-6 Astra.

Thanks for everything, 5.5 🫡

[AI Native Operators @ainativeops]

google deepmind shipped gemini 3.8 live

talk through a task, then let it keep working in the background without breaking the call

live api is in ai studio today. enterprise voice is still private preview on gemini enterprise

https://t.co/FerkLM3xwH

[Google DeepMind @GoogleDeepMind]

We’re introducing Gemini 3.8 Live and 3.8 Live Extended Thinking – our best conversational AI.

The models talk, think, and handle tasks in the background without breaking your flow. 🧵

[AI Native Operators @ainativeops]

salesforce in claude is in beta

pull accounts, pipeline, and slack deal threads into call prep, then draft crm updates for you to approve

paid claude plans only. admin connects salesforce once; writes stay behind your existing crm permissions

https://t.co/XqcKGgxR6n

[Claude @claudeai]

Salesforce in Claude is now available in beta.

It brings your accounts, opportunities, and pipeline into Claude, with 37 pre-built sales skills. Prep a call, review a deal, create a pipeline dashboard, or send your forecast without leaving the conversation.

[AI Native Operators @ainativeops]

devin now runs on its own mac vm

build and test ios/macos apps with the simulator, then send a slack screen recording or a testflight link for review

needs a cognition mac workspace and a human check before you trust the build on a phone

https://t.co/dam7zBQ8AI

[Cognition @cognition]

Special delivery: Devin just got a Mac 🍎

Now Devin can:
1. Build & test apps on its own Mac VM with iOS simulator
2. Send a screen recording via Slack
3. Send a TestFlight link so you can start using it 📲

[AI Native Operators @ainativeops]

anthropic is using claude tag for on-call in slack

when an alert fires, claude pulls metrics, diffs deploys, and checks flags, then proposes a fix you approve and merge

keep a human on the merge gate

https://t.co/QR2XOF2co9

[ClaudeDevs @ClaudeDevs]

Here's how our team uses Claude Tag for on-call:

When an alert fires in Slack, Claude pulls metrics, diffs deploys, and checks flags. It finds a likely cause and proposes a fix, which we can approve and merge. Every minute counts, so we love that it starts right away!

[AI Native Operators @ainativeops]

chatgpt sites added team edits, private invites, db inspect, and custom domains

build an internal tool or client demo, invite editors without going public, then attach your domain

treat the 5m figure as creations only. private share before custom domain

https://t.co/AzBz69yE5s

[ChatGPT @ChatGPT]

Three months ago, we launched ChatGPT Sites – an easy way for anyone to build and host fully functional, interactive web apps. Since then, people have created over 5M sites.

We’ve been listening to your feedback and ICYMI, we’ve launched a few Sites updates:

🫂 Build together: Invite teammates to edit, save, and publish to your shared Site

🔐 Share privately: Invite specific people to a private Site without making it public

🚀 Launch faster: Go from prompt to deployment in half the time

👀 Explore your data: Ask ChatGPT to inspect your Site’s database. Editors can view it, too

🌐 Add your own custom domain

[AI Native Operators @ainativeops]

grok bot can search and act across microsoft teams

use it for channel digests, decision lookup, and drafting follow-ups in the workspace your team already uses

keep human approval on outbound posts and channel writes

https://t.co/OLXTrtlKUW

[Grok Bot @bot]

Grok Bot can now search and act across Microsoft Teams for you.

[AI Native Operators @ainativeops]

cognition shipped fusion in the devin cli

pick a frontier lead for plan/review and a cheaper sidekick for execution. the lead reviews and can take control back

recommended pair: fable 5.1 + swe-2 (~39% cheaper on their coding benches)

https://t.co/pH0AA5sFu0

[Cognition @cognition]

Introducing Fusion in Devin CLI

The most efficient frontier harness for Fable & Astra; 39% cheaper across coding benchmarks.

Pick your favorite model for planning and a cost-effective model for execution.

[AI Native Operators @ainativeops]

claude code shipped plugin eval

write cases, run your plugin vs a no-plugin baseline, get WITH/WOUT/�� and an html report for ci gates

needs v2.1.269+. every run burns real tokens, so pilot with --runs 1 first

https://t.co/jdedHvVLxX

[ClaudeDevs @ClaudeDevs]

New in Claude Code: claude plugin eval

See what value your plugin is adding, or if it needs more work.

You can create test cases, run your plugin or skill against those test cases, score those runs, then run each case again without the plugin to see the differences.

[AI Native Operators @ainativeops]

gpt-live-1 is in the api

full-duplex voice that listens while it speaks, then delegates reasoning and tools to a backend model you choose

$0.05 per minute billed per second. backend usage priced separately

https://t.co/jvPs7rbgeA

[OpenAI Developers @OpenAIDevs]

GPT-Live-1 is now available in the API.

Bring ChatGPT’s natural back-and-forth to your app, with voice agents that listen while they speak and work with the models and harness you choose.

[AI Native Operators @ainativeops]

grok bot can fill forms and logins without leaving chat

password managers work in the flow. you still handle 2fa and approvals yourself

sign the bot into dashboards so it can pull reports overnight

needs an eligible plan + desktop app

https://t.co/yL1uz5SiNS

[Grok Bot @bot]

You can now fill out forms and logins for your Bot without ever leaving the chat, with support for any password manager.

[AI Native Operators @ainativeops]

meta launched muse, a personal agent in the us

message it in the muse app or whatsapp. it runs on a secure vm and asks before send or pay

connect email, calendar, payments only as much as you allow. 18+, us only for now

https://t.co/7kQvVZpUqK

[Muse @Muse]

Introducing Muse, your personal AI agent from Meta that gets things done across every part of life.

Download the Muse app and get started: https://t.co/KBjYWfshGo