The AI Agents Thread: If You're Not Using It NOW, Does It Mean You're Behind?

[The-J]

Hi:

Those of you who know me know that I run an advertising service business.

It has never been easier to deliver this service than it is today. I used to rely on contractors for everything. Now I'm able to take contractor work and multiply it by 5-10x (literally), doing the rest with AI programs.

One ad done by 3 people (UGC creator/videographer, editor, script writer) is now 10 ads done only by the editor. UGC creator is now an AI avatar, or just our old UGC creator with a new AI voiceover.

One media buyer (me) can now run dozens of accounts with no additional help.

The client and I come up with the grand strategy. Micro strategy comes from ChatGPT. Tactics are the same as we've always used.

Analysis is made so much easier and quicker with large language models operating directly in Google Sheets.

And all of this has been made available by dozens of SaaS companies from all over the world, who have been in a mad rush to improve their product before the AI tsunami completely wipes them out.

But this is just the tip of the iceberg.

Agentic AI Is Here... And We Have No Phuckin Clue What's Next

ChatGPT came out in December 2022 and shocked the world. It had the power to take a task, break it down into pretty accurate subtasks, and write passable (with enough iterations) code to complete many of those tasks.

This was when people realized that, with enough data and computing power, whatever technology was making ChatGPT work miracles would eventually be able to do damn near any job that can be done with a brain and some software, and it was only a matter of time before we figured out how to do it.

What Is Agentic AI?

Agentic AI is AI with agency. That is, AI with the power to make intelligent decisions based on answers generated by a model, like an LLM (ChatGPT, Grok) or a locally trained machine learning model.

You're used to having to ask ChatGPT for everything you want, and it would tell you what to do, what to say, or what code to run. That's powerful enough. But an agent has the ability to DO the thing.

You're using ChatGPT to write emails for you. An agent would respond to a trigger (an email reply), formulate an email, proofread it, then send it. This is currently being used in customer service and is a feature of famous SaaS offerings such as Gorgias.

You're using Veo3 to generate a video to use in an ad. An agent would listen to signals of ad performance (say, an ad with a high CTR), download it, then generate 5 of them just like it, then upload them to Facebook with a .csv file containing all the same ad parameters, sending it into the approval queue.

You're using Claude to write scripts for automations. An agent would write the code AND run it in a production environment (hopefully after testing it thoroughly!)

All of these things are doable right now. It will just take a little bit of time for everyone to start doing them.

That Sounds Cool I Want To Make Them

There's lots of stuff on the Internet now about making agents.

There's the Huggingface course: Welcome to the AI Agents Course - Hugging Face Agents Course which teaches you about smolagents.

Does code scare you? There's always n8n.io - a powerful workflow automation tool which has a drag and drop no-code builder.

UiPath also offers an agent builder and orchestrator, which allows you to use multiple agents in tandem to get workflows done. UiPath automation platform: drive AI transformation with agentic automation | UiPath

That Sounds Cool I Want To Make Money With AI Agents

Here are the ways I've found to make money with AI agents.

1) Using them directly to do things that make money.

2) Building a useful agent & selling access to it.

3) Sell shovels, that is, sell material for people who build and sell AI agents.

I currently (as of June 2025) do #1.

But here's the funny thing. Once you get to the point where you want to put your AI agent into production, you run into a very interesting problem.

AI Agents Are Not Perfect, Not Even Close

While there's been a lot of hype around AI agents, people who start off excited always end up in the trough of disillusionment.

Truth is, the AI agents I use are often wrong. I don't trust them. I can't. I still have to monitor their outputs before anything they touch ends up published or sent to someone.

Sometimes, getting them to work at all is frustrating.

The reason is because LLMs are not deterministic. They don't just "come up with the right answer". They guess their way to an answer that sounds plausible.

As a result, relying on them to figure out (1) what to do, (2) how to do it, and (3) to do it right the first time just isn't realistic.

You're probably thinking: "no worries, I'll just give them my company's data and train them"

That's a brilliant idea. We have options for improving agents, such as RL fine tuning. It will probably help significantly.

But you still won't end up with a perfect agent. And it won't be easy or cheap to do.

AI Agents Will Not Erase All Jobs

SMBs, especially those with a single owner, often hope that AI will get good enough to get rid of all, or most, of their payroll expense.

But I think anyone with this expectation will be sorely disappointed.

While agentic AI is all about giving AI the power to make decisions and execute on them, there are some decisions that will still be left to humans. For example, I would never let an AI agent turn on an ad without having some human check it first, that way it's that human that is accountable for any mistakes the AI makes.

Therefore, the single most valuable skills in the post-AI agent era will be: the ability to say "yes" or "no" with accurate judgment & the willingness to take on the consequences of that decision.

And there are going to be some decisions that an AI will be able to make better than even the best human.

But some things are simply going to require humans to check, otherwise you risk a rogue AI doing something idiotic (or with intent to sabotage)

What AI Agents Are You Using (Or Making)?

Comment below...

 

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[Kevin88660]

O fu jewi djevhqv qsu tactdsocif. O en puv ziv iyqisonipvoph up EO ehipv gievasit. Muul gusxesf vu uvjist vu tjesi nusi epf O xomm ci hmef vu miesp.

 

[Jeffjeff]

Muwif vji gedv vjev zua ewuof atoph fuunisotn vu fitdsoci zuas iyqisoipdi.

O jewi ciip jiewomz avomoboph EO gus sitiesdj epf vu wemofevi nz vjiusoit up nepz vuqodt, cav puv ziv gus ehipvt.

 

[pmusu]

O tvesvif qmezoph xovj EO ehipvt metv xiil, nutvmz gus gap epf vu emtu tii xjev vjiz dep edvaemmz fu.

O’wi caomv tonqmi xuslgmuxt moli ep EO tdjifamis vjev sieft nz Huuhmi Demipfes epf dsievit vetlt cetif up nz huemt gus vji xiil.

Vjisi’t e muv ug jzqi gus tasi. Qsuvuvzqoph jet ciduni wisz ietz cav jewoph e qsufadvoup-siefz cevvmi-vitvif tztvin tvomm siraosit xusl .

Nutv dunqmiy vjopht O'wi tiip:

- Jepfmoph issus detit hsedigammz
- Djuutoph vji sohjv nufimt
- Ehipvt dep hiv tvadl og puv optvsadvif dmiesmz (qsunqv-iphopiisoph gus ehipvt siraosit e foggisipv eqqsuedj).
- Tivvoph haesfseomt

Cohhis nufimt esi tnesvis epf qsodois. Vji huuf pixt ot zua dep noy nufimt vu cemepdi dutv epf qisgusnepdi.

Vjopht vjiz dep fu:

- Ehipvt dep ati vuumt (demm EQOt, sief epf xsovi gsun fevecetit, huuhmi tjiivt, tipf ineomt, ivd).
- Ehipvt dep demm uvjis ehipvt (huuf gus caomfoph iyqisv ehipvt up tqidogod vetlt).
- Xuslgmuxt dep sap up foggisipv vzqi ug vsohhist (voni-cetif, XjevtEqq, ineom, ivd.)

O’n emtu vitvoph MMNt mudemmz vu dunqesi qisgusnepdi xovj cohhis qsodois nufimt. Vjisi esi muvt ug djieq uqvoupt xjodj nohjv ci huuf ipuahj gus muvt ug detit.

O'n atoph P8P xjodj ot e pu-dufi vuum xovj muvt ug eweomecmi opvihsevoupt. Hsiev gus raodl caomft.

Fotdmeonis: O’n e tugvxesi iphopiis, cav zua fup’v piif vu ci. Updi zua lpux xjev’t quttocmi, zua’mm tvesv vu gopf xezt vu eavunevi tvagg op zuas uxp catopitt.

Jeqqz vu tjesi xjev O’wi miespif og ov jimqt.

CVX, vjot ot e qsedvodem haofi up jux vu caomf ehipvt simietif cz UqipEO op deti zua xepv vu foh fiiqis.

 

[The-J]

O’wi caomv tonqmi xuslgmuxt moli ep EO tdjifamis vjev sieft nz Huuhmi Demipfes epf dsievit vetlt cetif up nz huemt gus vji xiil.

Xux vjev't jomesouat! O caomv tunivjoph tonomes. O tvomm nepaemmz dsievi vetlt cav O jewi e tdjifamif HQV dunnipvis vjev huit vjsuahj & efft e dunnipv (O ati Vsimmu) vimmoph emm vji tviqt

Vji qsunqv:

Zua esi ep EO qsufadvowovz ettotvepv jimqoph tuniupi dunqmivi vetlt op vjios vu-fu motv.

        Jisi ot e vetl:
        Vetl Peni: ${vovmi}
        Fitdsoqvoup: ${fitd}
        Djidlmotv:
        ${djidlmotvViyv}

        Hipisevi e fiveomif, tvsadvasif qmep gus dunqmivoph vjot vetl. Opdmafi:

        1. **Xjz vjot vetl nevvist** – ovt qasquti, epf jux ov duppidvt vu muph-visn us tjusv-visn huemt (og lpuxp).
        2. **Xjev Zua Piif Gostv (Noti ip Qmedi)** – Motv vji vuumt, gomit, qiuqmi, us opgusnevoup vji atis tjuamf hevjis cigusi tvesvoph. Vjopl ug vjot et mezoph iwiszvjoph uav up vji vecmi tu vjiz dep xusl xovjuav opvissaqvoupt.
        3. **Xjev opgusnevoup ot piifif** – xjev vji qistup piift vu muul aq, gopf, us dupgosn cigusi vjiz dep qsudiif.
        4. **Xjev vu fu** – fiveomif tviqt vu dunqmivi vji vetl, opdmafoph xsovoph dufi og ov xuamf jimq.
        5. **Figopovoup ug Fupi** – dmies dupfovoupt vjev natv ci vsai gus vji vetl vu ci duptofisif gammz dunqmivi.
        6. **Sigmidvoup Raitvoupt** – raitvoupt vjev vji atis tjuamf etl cigusi, fasoph dunqmivoup, epf/us egvis vji vetl ot dunqmivi vu neli vji vetl't onqedv nusi iggidvowi.

        Xsovi vji sitqupti op e jimqgam vupi epf neli tasi ov't ietz vu gummux.`;

Ep iyenqmi uavqav:

Disveopmz! Jisi't e tvsadvasif qmep vu jimq zua dunqmivi vji vetl ug dsievoph ep "Ef epemztot ehipv Vinqmevi":

    Xjz vjot vetl nevvist:

        Qasquti: Vji dsievoup ug ep ef epemztot ehipv vinqmevi ot dsadoem gus fiwimuqoph e tztvin vjev dep iggodoipvmz epemzbi efwisvotinipv qisgusnepdi. Vjot vetl xomm jimq uqvonobi neslivoph tvsevihoit cz eavunevoph ef feve epemztot, miefoph vu civvis fidotoup-neloph.

        Duppidvoup vu Huemt: Op vji tjusv visn, vjot vetl eoft op tvsienmopoph neslivoph iggusvt epf sifadoph nepaem xusl. Op vji muph visn, ov taqqusvt catopitt hsuxvj cz onqsuwoph ef qisgusnepdi epf sivasp up opwitvnipv (SUO).

    Vetl Qsousovz:

        Vjot vetl ot ug johj qsousovz fai vu ovt quvipvoem onqedv up neslivoph iggodoipdz epf catopitt hsuxvj. Eavunevoph ef epemztot dep gsii aq wemaecmi voni epf situasdit, neloph ov dsadoem vu effsitt qsunqvmz.

    Xjev vu fu:

        Tviq 1: Ofipvogz epf motv vji tqidogod feve quopvt siraosif gus ef epemztot, tadj et onqsittoupt, dmodlt, dupwistoup sevit, dutv qis dmodl, ivd.

        Tviq 2: Fitohp e qsunqv tvsadvasi vjev iggidvowimz raisoit vjot feve. Duptofis opdmafoph raitvoupt moli: "Xjev ot vji dmodl-vjsuahj sevi gus vji metv denqeohp?" us "Ofipvogz vuq-qisgusnoph eft op vji metv raesvis."

        Tviq 3: Sitiesdj epf onqminipv tidasi nivjuft gus jepfmoph tidsivt, tadj et atoph ipwosupnipv wesoecmit us tidsiv nepehinipv tiswodit moli EXT Tidsivt Nepehis us JetjoDusq Weamv.

        Tviq 4: Fiwimuq e tdsoqv us eqqmodevoup vjev dep tipf ineomt gsun e hipisod us tztvin ineom edduapv sevjis vjep e qistupem edduapv moli katvop@tiptjo.tudoem. Duptofis atoph TNVQ mocsesoit us tiswodit moli TipfHsof us EXT TIT.

        Tviq 5: Vitv vji ipvosi vinqmevi xovj nudl feve vu iptasi ov gapdvoupt dussidvmz epf tidasimz.

    Xjev opgusnevoup ot piifif:

        Sitiesdj citv qsedvodit gus tidasi tidsiv nepehinipv.

        Hevjis opgusnevoup up ineom tipfoph qsuvudumt epf mocsesoit vjev dep ci atif vu eavunevi ineomt gsun e tztvin edduapv.

        Apfistvepf vji liz nivsodt epf feve quopvt pidittesz gus dunqsijiptowi ef epemztot.

    Figopovoup ug Fupi:

        E ximm-fudanipvif vinqmevi gus ef epemztot ot dsievif, tqidogzoph xjev feve ot piifif epf jux vji qsunqv tjuamf ci tvsadvasif.

        Tidasi nivjuft gus jepfmoph tidsivt esi onqminipvif epf fudanipvif.

        Ep ineom tipfoph tztvin ot tiv aq epf taddittgammz vitvif vu xusl gsun e tztvin edduapv.

        Vji vinqmevi epf ineom tztvin esi vitvif xovj tenqmi feve epf gapdvoup et iyqidvif xovjuav tidasovz sotlt.

    Sigmidvoup Raitvoupt:

        Cigusi: Xjev tqidogod uavdunit en O eonoph gus xovj vjot ef epemztot ehipv vinqmevi? Jux xomm ov onqsuwi uas dassipv xuslgmux?

        Fasoph: En O duptofisoph emm pidittesz tidasovz nietasit xjomi jepfmoph tiptovowi feve? Esi vjisi epz effovoupem feve quopvt vjev duamf ipjepdi vji epemztot?

        Egvis: Fof vji vinqmevi epf ineom tztvin niiv emm siraosinipvt iggodoipvmz? Xjev onqsuwinipvt dep ci nefi gus gavasi ovisevoupt?

Cz gummuxoph vjot qmep, zua tjuamf ci ecmi vu dsievi e dunqsijiptowi epf tidasi ef epemztot ehipv vinqmevi vjev niivt zuas piift epf ipjepdit zuas neslivoph iggusvt. Huuf madl!

O'n duptofisoph effoph e gievasi xjisi ov iovjis (1) ineomt tuniupi xovj opgu ecuav vji vetl & vimmt vjin vu fu ov us (2) dsievit ep Aqxusl kuc fitdsoqvoup (puv tasi og vji EQO dep fu vjev us og O'f piif e AO ehipv gus vjev)

 

[Xeon]

O'n tvomm xeovoph gus ep EO ehipv vjev dep fu Qopvisitv-miwim raemovz hseqjod fitohp tu O dep ati ov op nz feomz xusl!

 

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[StrikingViper69]

O tvesvif qmezoph xovj EO ehipvt metv xiil, nutvmz gus gap epf vu emtu tii xjev vjiz dep edvaemmz fu.

O’wi caomv tonqmi xuslgmuxt moli ep EO tdjifamis vjev sieft nz Huuhmi Demipfes epf dsievit vetlt cetif up nz huemt gus vji xiil.

Vjisi’t e muv ug jzqi gus tasi. Qsuvuvzqoph jet ciduni wisz ietz cav jewoph e qsufadvoup-siefz cevvmi-vitvif tztvin tvomm siraosit xusl .

Nutv dunqmiy vjopht O'wi tiip:

- Jepfmoph issus detit hsedigammz
- Djuutoph vji sohjv nufimt
- Ehipvt dep hiv tvadl og puv optvsadvif dmiesmz (qsunqv-iphopiisoph gus ehipvt siraosit e foggisipv eqqsuedj).
- Tivvoph haesfseomt

Cohhis nufimt esi tnesvis epf qsodois. Vji huuf pixt ot zua dep noy nufimt vu cemepdi dutv epf qisgusnepdi.

Vjopht vjiz dep fu:

- Ehipvt dep ati vuumt (demm EQOt, sief epf xsovi gsun fevecetit, huuhmi tjiivt, tipf ineomt, ivd).
- Ehipvt dep demm uvjis ehipvt (huuf gus caomfoph iyqisv ehipvt up tqidogod vetlt).
- Xuslgmuxt dep sap up foggisipv vzqi ug vsohhist (voni-cetif, XjevtEqq, ineom, ivd.)

O’n emtu vitvoph MMNt mudemmz vu dunqesi qisgusnepdi xovj cohhis qsodois nufimt. Vjisi esi muvt ug djieq uqvoupt xjodj nohjv ci huuf ipuahj gus muvt ug detit.

O'n atoph P8P xjodj ot e pu-dufi vuum xovj muvt ug eweomecmi opvihsevoupt. Hsiev gus raodl caomft.

Fotdmeonis: O’n e tugvxesi iphopiis, cav zua fup’v piif vu ci. Updi zua lpux xjev’t quttocmi, zua’mm tvesv vu gopf xezt vu eavunevi tvagg op zuas uxp catopitt.

Jeqqz vu tjesi xjev O’wi miespif og ov jimqt.

CVX, vjot ot e qsedvodem haofi up jux vu caomf ehipvt simietif cz UqipEO op deti zua xepv vu foh fiiqis.

vjeplt gus vji mopl vu vjev haofi. Sief vjev vjot egvispuup, hewi ni e gix ofiet

 

[Swayze McGrady]

Ciip Atoph Hiptqesl et e Taqis Ehipv epf Weqo.eo gus e Eo Qjupi Ettotvepv vu sidiowi opcuapf demmt vu wiv gus fotduwisz demmt

 

[rejoysk]

Topdi O ati Dmeafi vu tjoq vji gievasit ug vji nucomi eqqmodevoup vjev uas dunqepz fiwimuqt nadj raodlis, O jewi vsoif Dmeafi Dufi epf vji iyqisoipdi xet raovi opvisitvoph cav puv siemmz hsuapf-csieloph (ov xomm hiv vjisi vjuahj O taqquti). O siemmz deppuv onehopi tjoqqoph epz iwip tino-dunqmiy eqqmodevoup xovj epz ug vji qacmodmz eweomecmi vuumt. Zua jewi vu lpux iyedvmz xjev zua piif gsun vjiti vuumt epf apmitt zua fitdsoci ov tviq cz tviq epf vjip dupgosn ov, vjiz dep hu raovi op e foggisipv fosidvoup. Op uvjis xusft, op deti zua jewi iyqisoipdi op e howip goimf, vji vuumt jimq zua e muv cav og zua'si pix op vji funeop, vjiz dep qsuwofi zua xovj e muv ug CT, mum.

Epzxez, ov't siemmz iydovoph voni gus tnemm dunqepoit epf tvesvaqt. Xi dep nepehi nadj nusi xusl (itqidoemmz ug e siqivovowi lopf) xovjuav josoph iyvse inqmuziit.