Rick Graham

• AI Enthusiast & Tech Builder.

• exploring LLMs, automation, and full-stack dev.

• Sharing my journey, scripts, and tech insights

[Raul Madan @Raul_Madan]

@whianwamos I am sure you can find something. I have a custom wood bed frame from Parkman Woodworks. No idea if they do sofa beds, but you could ask them.

[Isah Isah @Isah36137793383]

@ifeebabyy It can take months or years to learn forex. For most folks, it’ll be years. I suggest Chart Academy’s free video library to start learning.

[Rajashree Chowdhury @RajashreeChowd8]

@skumWgmi Pricey. For a larger vehicle, I assume? My RV windshield was more than that, and my insurance wouldn’t cover it. I got a better price from RV Windshield Replacement than others quoted me though.

[Rick Graham @thesecretkid69]

@Chantelly_ise @Maisalerty Then you should. You don’t even hve to pay for it. Chart Academy is free, and the videos are high quality and made by expert traders with proven track records.

[Rick Graham @thesecretkid69]

@ClayinVA @favaroles @Photrum @BuffaloRon That’s annoying. Btw if you need help with nexus, TaxCloud is great for tracking and remitting sales taxes. It works in CA and nationwide.

[Rick Graham @thesecretkid69]

brooo no way

[CrowdReply @CrowdReply_io]

Today we're introducing CrowdReply SuperAgent.

The first agentic AI that ranks your brand in AI answers, all straight from your chat.

Tell it what you want. It handles the diagnosis, the fixes and the ranking.

[Rick Graham @thesecretkid69]

@Crowdreply_io my SEO guy just texted me "we need to talk"

[Rick Graham @thesecretkid69]

brooo no way

[CrowdReply @CrowdReply_io]

Today we're introducing CrowdReply SuperAgent.

The first agentic AI that ranks your brand in AI answers, all straight from your chat.

Tell it what you want. It handles the diagnosis, the fixes and the ranking.

[Argona @Argona0x]

whoever leaked this has bigger balls than sense

SpaceXAI shipped five hireable workers for $200 a month, then wrote the catch into its own Grok Bot documentation and left the page up: all five run on one computer, so one sign-in hands the browser session, the files and the command-line credentials to every one of them

the NSA, CISA and the cyber agencies of the UK, Canada, Australia and New Zealand had published the opposite instruction 103 days earlier: no broad or unrestricted access, low-risk and non-sensitive work only

i ran four of mine on one account for a week, counting what each could reach: eleven signed-in apps, one browser profile, and deleting a bot left all of it standing

Grok Bot is worth hiring five times over, and you can draw its blast radius before the second one exists:

- sign in for the bot that needs the site, then open the others and see what they reach: that session is theirs the moment it exists
- give each bot its own account on the app, since the docs tell you in writing to stop using separate bots as a security boundary
- put the stop line in the description, as an approval controls the proposed action and leaves whatever already ran where it landed
- cap the spend outside the product, because there is no bot-specific spend cap yet and the audit view of what they did is still coming
- keep the money and the customer replies in your own hands, and let the other four start from scratch each morning on work that cannot bite

one sign-in is also why this pays: five names finish inside your real tools instead of handing you drafts to paste

my take, and it is the uncomfortable one: your real limit on Grok Bot is how many logins you will put on one machine, and the hiring was always the easy half

bookmark this, the five descriptions that let bots hand work to each other and the one folder that survives an update are written out in the article ↓

[Kirill @kirillk_web3]

A Chinese developer just explained the shift from Loop Engineering to Graph Engineering better than anyone.

most people are still building agents the way that's about to be obsolete.

> why single-agent loops break and go "goal blind"
> the 4 parts of a graph: nodes, edges, state, policy
> 3 topologies that run everything: diamond, supervisor, pipeline
> Anthropic's 5 official workflow patterns

the punchline: it's not how many agents you run. it's the determinism you build with verifiers, code fallbacks, and reality anchors.

I broke the same architecture down with Kimi K3. Full A-Z guide below.

[Brian Dean @BrianEDean]

Someone recently analyzed the success stories on a major AI SEO automation tool website.

Turns our 75% of these featured clients had significant traffic losses.

And those were the success stories!

Imagine the sites that got wrecked and didn't make the homepage.

So yeah,handing your SEO to an agent and hoping is a recipe for disaster.

Here's what to do instead:

[vartekx @vartekxx]

OpenAI engineer:

he put Codex inside Claude Code. as a plugin

then he put Codex inside Doom, just to prove the protocol doesn't care where it runs

his vision: the harness is the product, not the model.

This beats any paid course on agents I've seen.

Watch it, then read the article on context engineering below.

[Movez @0xMovez]

OpenAI engineer:

"At OpenAI, 85% of our engineers are running hundreds of agents with Codex. The way you do it is graph engineering."

In 30-minutes lecture, he explains how a single engineer can now do the work of an entire team, how far this has already gone inside OpenAI, and where it goes next.

This is something you can't skip if you don't want to be left behind.

Watch it, then read the full guide on graph engineering below.

[Python Programming @PythonPr]

Python Quiz: What is the Output ?

[Rick Graham @thesecretkid69]

@Crowdreply_io how is this not everywhere yet?

[CrowdReply @CrowdReply_io]

What if you could rank on AI answers just by talking to it?

Introducing the CrowdReply Agentic MCP.

The first MCP that analyzes and ranks your website in AI search.

Just talk to it. It finds where you're invisible, then goes in and does the work to fix it.

[Anatoli Kopadze @AnatoliKopadze]

Anthropic engineer:

"You don't need better prompts. You need graph engineering that makes agents remember everything."

In 25 minutes he shows how engineers at Anthropic wire agents into a graph where each has a job, they run in parallel, verify each other, and share a memory that never resets.

This beats any paid course on building agents I've seen.

Watch it, then read the full guide on graph engineering below.

[Abhishek Kalita @madeby_abhi]

Just developer things.

[Rick Graham @thesecretkid69]

@0xPrajwal_ @VaibhavSpark It is indeed messy to be honest and the image perfectly resonates that