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Billy Morgan
November 1078

When the Music Stops

I’ve sat in rooms like this.

Not the Hollywood version. The operator version. Too much leverage, too little time, incomplete information, and a decision that will hurt no matter which door you choose.

What stands out to me isn’t the finance. It’s the sequence.

First, the senior leader cuts through jargon and asks for plain English. Good. In pressure, complexity is often a smokescreen. If your team cannot explain the problem simply, they do not understand it well enough to act. Drucker said my job as an executive was not to know more than everyone else. It was to ask the right questions until reality became visible.

That’s what happens here.

The analyst doesn’t bring certainty. He brings a model, a projection, a range of pain. That’s real leadership terrain. Most of the decisions that matter are made without perfect information. Operators know this. Dreamers wait for clarity. Operators move when the signal is sufficient.

Then comes the line that matters most: the music has stopped.

That is the moment every leadership team eventually faces. Maybe not in capital markets. Maybe in payroll, churn, a failed launch, a key customer concentration, a compliance issue, or a debt covenant you pretended would “work itself out.”

At that point, the game changes.

You are no longer debating strategy. You are managing survival.

And survival has rules.

You need the truth in plain language. You need one decision-maker. You need a clock. You need a plan that can actually be executed by morning, not a slide deck that makes everyone feel thoughtful.

I also noticed something else: once the reality is accepted, the discussion immediately shifts from what happened to what do we do now. That’s the right move. Postmortems have their place. In the middle of a crisis is not that place.

Lencioni was right: if your team cannot engage in clean conflict around the truth, they will lose together politely.

The hardest part, of course, is that the chosen path may save the firm and still destroy trust, relationships, and future optionality. That’s what pressure does. It compresses time and turns every decision into a tradeoff. Leaders who haven’t internalized that tend to freeze, moralize, or delegate the pain downward.

None of that works.

In high-pressure situations, I’ve found a few things separate real operators from everyone else:

They simplify the problem.
Not because the problem is simple, but because the response must be.

They name the stakes honestly.
People can handle bad news better than vague leadership theater.

They decide before the market decides for them.
Being early is often ugly. Being late is fatal.

They understand that every crisis sends an invoice for previous denial.
What “should have been addressed weeks ago” is usually the whole story.

That last point is the one most teams don’t want to hear.

A crisis rarely begins on the day it becomes visible. It begins when smart people explain away weak signals, protect egos, bury dissent, or confuse profitability with soundness. By the time the emergency meeting happens, the options have already narrowed.

That’s why this scene is such a useful case study for leaders.

Not because it shows heroics. It doesn’t. It shows consequence.

If you lead a business, your job is not to look calm in the conference room. Your job is to build an operating cadence where risks surface early, people can speak plainly, and bad news travels faster than politics.

Because when the music stops, culture is no longer a slogan. It’s the speed and honesty with which your team confronts reality.

And in those moments, there are only two questions that matter:

What is true?
What are we going to do before the window closes?

Everything else is spilled milk under the bridge.

I’ve sat in rooms like this.

Not the Hollywood version. The operator version. Too much leverage, too little time, incomplete information, and a decision that will hurt no matter which door you choose.

What stands out to me isn’t the finance. It’s the sequence.

First, the senior leader cuts through jargon and asks for plain English. Good. In pressure, complexity is often a smokescreen. If your team cannot explain the problem simply, they do not understand it well enough to act. Drucker said my job as an executive was not to know more than everyone else. It was to ask the right questions until reality became visible.

That’s what happens here.

The analyst doesn’t bring certainty. He brings a model, a projection, a range of pain. That’s real leadership terrain. Most of the decisions that matter are made without perfect information. Operators know this. Dreamers wait for clarity. Operators move when the signal is sufficient.

Then comes the line that matters most: the music has stopped.

That is the moment every leadership team eventually faces. Maybe not in capital markets. Maybe in payroll, churn, a failed launch, a key customer concentration, a compliance issue, or a debt covenant you pretended would “work itself out.”

At that point, the game changes.

You are no longer debating strategy. You are managing survival.

And survival has rules.

You need the truth in plain language. You need one decision-maker. You need a clock. You need a plan that can actually be executed by morning, not a slide deck that makes everyone feel thoughtful.

I also noticed something else: once the reality is accepted, the discussion immediately shifts from what happened to what do we do now. That’s the right move. Postmortems have their place. In the middle of a crisis is not that place.

Lencioni was right: if your team cannot engage in clean conflict around the truth, they will lose together politely.

The hardest part, of course, is that the chosen path may save the firm and still destroy trust, relationships, and future optionality. That’s what pressure does. It compresses time and turns every decision into a tradeoff. Leaders who haven’t internalized that tend to freeze, moralize, or delegate the pain downward.

None of that works.

In high-pressure situations, I’ve found a few things separate real operators from everyone else:

They simplify the problem.
Not because the problem is simple, but because the response must be.

They name the stakes honestly.
People can handle bad news better than vague leadership theater.

They decide before the market decides for them.
Being early is often ugly. Being late is fatal.

They understand that every crisis sends an invoice for previous denial.
What “should have been addressed weeks ago” is usually the whole story.

That last point is the one most teams don’t want to hear.

A crisis rarely begins on the day it becomes visible. It begins when smart people explain away weak signals, protect egos, bury dissent, or confuse profitability with soundness. By the time the emergency meeting happens, the options have already narrowed.

That’s why this scene is such a useful case study for leaders.

Not because it shows heroics. It doesn’t. It shows consequence.

If you lead a business, your job is not to look calm in the conference room. Your job is to build an operating cadence where risks surface early, people can speak plainly, and bad news travels faster than politics.

Because when the music stops, culture is no longer a slogan. It’s the speed and honesty with which your team confronts reality.

And in those moments, there are only two questions that matter:

What is true?
What are we going to do before the window closes?

Everything else is spilled milk under the bridge.

...
#leadership#riskmanagement#decisionmaking#crisismanagement#executiveleadership#pressure#operators
#leadership#riskmanagement#decisionmaking#crisismanagement#executiveleadership#pressure#operators
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7

2

Amanda Price
Amanda Price

what scene is this even referencing

Add a comment...

User avatar
Steven Miller
November 10208

IDC Deductions for Oil & Gas Investors

One of the biggest tax incentives high-income earners still overlook is the IDC deduction — short for intangible drilling costs.

And here’s what the IRS doesn’t advertise: this isn’t some fringe loophole. It’s a long-standing incentive built into the tax code to encourage domestic energy production.

If you’re a business owner, physician, executive, real estate investor, or anyone staring down a large tax bill, this is one of those strategies worth understanding before year-end.

So what is IDC, really?

These are drilling-related costs that have no future salvage value. Think labor, wages, site prep, engineering, hauling, fuel, repairs, and drilling services. Once that money is spent, there’s nothing tangible left to resell.

That’s what separates IDC from tangible drilling costs like pipe, pumps, machinery, and equipment. The tangible items may still have value later. IDC does not.

Why does that matter?

Because IDC is often deductible immediately, and that timing is where the real power lives.

In many oil and gas deals, an investor contributes capital up front and the operator enters into binding drilling obligations. If structured properly, a large portion of that capital can generate a current-year deduction even if the well isn’t producing yet.

That’s the part most investors never hear about.

In a normal business or real estate deal, everyone’s used to hearing “it has to be placed in service first.” Oil and gas can play by a different set of rules.

And timing in tax planning is everything.

If I can create a meaningful deduction now instead of later, I reduce taxes now, preserve cash now, and potentially redeploy that liquidity into other investments or into my business. That’s how sophisticated tax planning actually works — not by chasing deductions for sport, but by improving cash flow and using timing to your advantage.

A lot of oil and gas offerings are marketed around the fact that 70% to 90% of the initial investment may be deductible in year one, depending on the structure. For a high earner, that can translate into very real tax savings.

For example, if someone invests $100,000 and receives an $80,000 IDC deduction, that deduction may offset a large chunk of income immediately. The actual tax benefit depends on their federal bracket, state treatment, AMT exposure, and a few other moving parts — but the value can be substantial.

Now here’s the really interesting part.

A properly structured working interest in oil and gas can produce losses that are treated as non-passive. That means those losses may be able to offset other types of income without forcing the taxpayer to jump through the usual real estate or material participation hoops.

That’s why this strategy gets attention from high-income W-2 earners and entrepreneurs. In the right circumstances, those deductions can offset income that would otherwise be very difficult to shelter.

But let me give the part I always give clients:

Do not let the tax tail wag the dog.

Tax savings alone do not make a bad investment good.

You are still writing a real check. You are still taking investment risk. You are still depending on operator quality, deal structure, economics, and execution. If the underlying investment is weak, the deduction doesn’t save you. It just softens the blow.

And this is also where people get sloppy.

The IRS cares whether the costs were truly incurred, whether the drilling commitment was binding, whether economic performance is real, and whether funds were actually committed to development rather than parked in some cosmetic structure designed to manufacture timing.

In plain English: if the deal is cute, forced, circular, or smells like a tax shelter first and an investment second, that’s where problems start.

I also think it’s helpful to compare this to real estate, because that’s where a lot of my clients start.

With real estate, losses are often passive unless you qualify for real estate professional status or use another exception like short-term rentals. Oil and gas working interests can be different: the losses may be non-passive, while future income can still pair nicely with passive losses from other activities.

That’s one reason these strategies can complement each other so well in a broader tax plan.

There’s also a tradeoff people need to understand.

When you accelerate deductions into year one, you’re using them now instead of later. So if the investment performs, future years may show more taxable income because those IDC deductions have already been taken. That doesn’t make it bad — it just means this is a timing strategy, not a magic trick.

And there are limits.

State tax treatment varies a lot. Some states are friendly to IDC deductions. Others, like California, can be far less helpful. AMT can also reduce the benefit in some cases. And if losses are large enough, the excess business loss rules may push some of that deduction into future years.

That’s why I always tell people: this is not a DIY line item. This is a strategy that needs to be coordinated with the investment sponsor, the K-1 reporting, your state filing position, and the rest of your tax picture.

The other piece investors should know is that the tax benefits don’t necessarily end after year one. If the well produces, there may also be a depletion allowance, which can provide an additional deduction against future oil and gas revenue.

So yes, the upfront IDC deduction gets the headlines. But the long-term tax profile matters too.

My bottom line:

IDC can be incredibly powerful for the right investor. But it works best when all three things are true:

  • the investment itself is sound,
  • the structure is compliant,
  • and the deduction fits into a larger tax plan.

That’s the sweet spot.

If someone has a spike in income, a large bonus, business profits, capital gains, or just a very high-income year, this can absolutely be part of the conversation. But I’d never evaluate it in isolation. I want to see the full return, the risk, the operator, the state impact, the AMT exposure, and what the deduction actually does to the taxpayer’s overall picture.

That’s how I look at oil and gas tax planning in the real world.

Not as a gimmick. Not as a silver bullet. But as one of the more powerful — and misunderstood — deductions available when used correctly.

One of the biggest tax incentives high-income earners still overlook is the IDC deduction — short for intangible drilling costs.

And here’s what the IRS doesn’t advertise: this isn’t some fringe loophole. It’s a long-standing incentive built into the tax code to encourage domestic energy production.

If you’re a business owner, physician, executive, real estate investor, or anyone staring down a large tax bill, this is one of those strategies worth understanding before year-end.

So what is IDC, really?

These are drilling-related costs that have no future salvage value. Think labor, wages, site prep, engineering, hauling, fuel, repairs, and drilling services. Once that money is spent, there’s nothing tangible left to resell.

That’s what separates IDC from tangible drilling costs like pipe, pumps, machinery, and equipment. The tangible items may still have value later. IDC does not.

Why does that matter?

Because IDC is often deductible immediately, and that timing is where the real power lives.

In many oil and gas deals, an investor contributes capital up front and the operator enters into binding drilling obligations. If structured properly, a large portion of that capital can generate a current-year deduction even if the well isn’t producing yet.

That’s the part most investors never hear about.

In a normal business or real estate deal, everyone’s used to hearing “it has to be placed in service first.” Oil and gas can play by a different set of rules.

And timing in tax planning is everything.

If I can create a meaningful deduction now instead of later, I reduce taxes now, preserve cash now, and potentially redeploy that liquidity into other investments or into my business. That’s how sophisticated tax planning actually works — not by chasing deductions for sport, but by improving cash flow and using timing to your advantage.

A lot of oil and gas offerings are marketed around the fact that 70% to 90% of the initial investment may be deductible in year one, depending on the structure. For a high earner, that can translate into very real tax savings.

For example, if someone invests $100,000 and receives an $80,000 IDC deduction, that deduction may offset a large chunk of income immediately. The actual tax benefit depends on their federal bracket, state treatment, AMT exposure, and a few other moving parts — but the value can be substantial.

Now here’s the really interesting part.

A properly structured working interest in oil and gas can produce losses that are treated as non-passive. That means those losses may be able to offset other types of income without forcing the taxpayer to jump through the usual real estate or material participation hoops.

That’s why this strategy gets attention from high-income W-2 earners and entrepreneurs. In the right circumstances, those deductions can offset income that would otherwise be very difficult to shelter.

But let me give the part I always give clients:

Do not let the tax tail wag the dog.

Tax savings alone do not make a bad investment good.

You are still writing a real check. You are still taking investment risk. You are still depending on operator quality, deal structure, economics, and execution. If the underlying investment is weak, the deduction doesn’t save you. It just softens the blow.

And this is also where people get sloppy.

The IRS cares whether the costs were truly incurred, whether the drilling commitment was binding, whether economic performance is real, and whether funds were actually committed to development rather than parked in some cosmetic structure designed to manufacture timing.

In plain English: if the deal is cute, forced, circular, or smells like a tax shelter first and an investment second, that’s where problems start.

I also think it’s helpful to compare this to real estate, because that’s where a lot of my clients start.

With real estate, losses are often passive unless you qualify for real estate professional status or use another exception like short-term rentals. Oil and gas working interests can be different: the losses may be non-passive, while future income can still pair nicely with passive losses from other activities.

That’s one reason these strategies can complement each other so well in a broader tax plan.

There’s also a tradeoff people need to understand.

When you accelerate deductions into year one, you’re using them now instead of later. So if the investment performs, future years may show more taxable income because those IDC deductions have already been taken. That doesn’t make it bad — it just means this is a timing strategy, not a magic trick.

And there are limits.

State tax treatment varies a lot. Some states are friendly to IDC deductions. Others, like California, can be far less helpful. AMT can also reduce the benefit in some cases. And if losses are large enough, the excess business loss rules may push some of that deduction into future years.

That’s why I always tell people: this is not a DIY line item. This is a strategy that needs to be coordinated with the investment sponsor, the K-1 reporting, your state filing position, and the rest of your tax picture.

The other piece investors should know is that the tax benefits don’t necessarily end after year one. If the well produces, there may also be a depletion allowance, which can provide an additional deduction against future oil and gas revenue.

So yes, the upfront IDC deduction gets the headlines. But the long-term tax profile matters too.

My bottom line:

IDC can be incredibly powerful for the right investor. But it works best when all three things are true:

  • the investment itself is sound,
  • the structure is compliant,
  • and the deduction fits into a larger tax plan.

That’s the sweet spot.

If someone has a spike in income, a large bonus, business profits, capital gains, or just a very high-income year, this can absolutely be part of the conversation. But I’d never evaluate it in isolation. I want to see the full return, the risk, the operator, the state impact, the AMT exposure, and what the deduction actually does to the taxpayer’s overall picture.

That’s how I look at oil and gas tax planning in the real world.

Not as a gimmick. Not as a silver bullet. But as one of the more powerful — and misunderstood — deductions available when used correctly.

...
#wealthbuilding#taxstrategy#taxreduction#highincomeearners#oilandgasinvesting#idc
#wealthbuilding#taxstrategy#taxreduction#highincomeearners#oilandgasinvesting#idc
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20

5

Susan Flores
Susan Flores

wait what states are actually friendly to idc deductions?

Steven Miller
Steven Miller
Creator

Texas and Oklahoma are very friendly. States like California decouple though, so you lose the state benefit.

Add a comment...

User avatar
Isabella Morris
November 10301

Hung Up, Kept Dialing

I respect anybody willing to make 100 live cold calls and leave the misses in.

Not because it’s pretty.

Because it’s real.

Most reps want to post the one clean connect, the one softball meeting, the one “great call.” Cool. That’s not the job. The job is eating voicemail, getting brushed off, getting hung up on, hitting a gatekeeper wall, and still being sharp on call 37 like it’s call 1.

That’s the part people romanticize from the outside and avoid in practice.

It just takes one is exactly right.

But let me tighten that up a little as someone who’s carried a real bag:
it takes one because you were disciplined enough to survive the 99 that didn’t convert.

That’s sales.

Not motivation. Not “born talent.” Not magic tone.
Reps are built in moments like this.

What stood out to me wasn’t just the volume. It was the emotional reset.

You get hung up on.
You laugh.
You note what happened.
You move.

That is a trained skill.

A lot of reps say they want pipeline, but the second a prospect gets short with them, you can feel the next five calls get weaker. Their voice tightens. Their pace changes. They start “hoping” instead of leading.

That’s amateur hour.

Every cold call is a new at-bat. If the last prospect rejected you, who cares? The next one wasn’t in that conversation.

I used to tell reps all the time:

Short memory. Long discipline.

That’s the game.

There was also a good lesson in qualification buried inside the longer conversation. The prospect basically said:

“We buy this way because it fits our process, our system, and our scale.”

That matters.

Too many reps hear mild interest and start booking fake meetings. Then they celebrate a calendar invite that was dead on arrival.

I’d rather hear the real friction:

  • process misalignment
  • operational constraints
  • automation incompatibility
  • procurement structure
  • low category priority

That’s useful.

That’s where MEDDIC actually lives, by the way. Not in some laminated cheat sheet. In the call. In the discovery. In the part where you find out there’s no compelling event, weak pain, and no path to change.

And if there’s no path to change, stop kidding yourself.

This is where Sandler matters too. Disqualify early.
And Challenger? Teach with relevance, not with a monologue.

Now, if I’m coaching this live, here’s what I’d push on.

The persistence is strong. The tone is calm. The willingness to stay in the pocket is strong.

But when a prospect gives you a process objection like, “We only buy this way because it plugs into our systems,” you cannot just keep adding logic and hoping logic wins. That’s seller behavior. The buyer already told you the real issue: change cost.

You have to go there.

I’d role-play it like this:

Prospect: “We only purchase through that platform. It fits our accounting workflow.”

Me: “Makes sense. So if I’m hearing you right, this isn’t really about vial pricing. It’s about not creating operational drag across 36 locations. Is that fair?”

Now I’ve named the real problem.

Then:

“If we found savings big enough to justify an exception, who besides you would need to weigh in on process and AP impact?”

That’s a better sales conversation.

Not because it’s slick.
Because it respects the buyer’s actual world.

Another thing I liked: the rep stayed relatively composed across dead air, voicemail, and weird interactions.

That matters more than people think.

Your cold calling ceiling is usually not script-related.

It’s emotional control.

If you sound needy, rushed, or “please like me,” the market smells it immediately. If you sound grounded, curious, and unattached, you give yourself a chance.

And no, that doesn’t mean passive.

It means detached from the outcome, committed to the action.

That’s coachable.
That’s trainable.
That’s why I don’t buy the “natural salesperson” nonsense.

Nobody is born knowing how to:

  • recover after a hang-up
  • hear a brush-off without flinching
  • navigate a gatekeeper
  • test for pain
  • separate interest from intent
  • ask for the next step without sounding desperate

They learn it.

Or they avoid it and call themselves “not a phone person.”

Let me be mildly aggressive for a second:

If you’re in sales and you need perfect conditions to prospect, you do not have a lead gen problem. You have a standards problem.

This is why I still love cold calling.
It exposes the truth.

No hiding behind “marketing didn’t give me enough.”
No hiding behind “I was doing research.”
No hiding behind CRM hygiene theatre.

You either picked up the phone or you didn’t.

You either controlled your state or you didn’t.

You either created pipeline or you wrote LinkedIn poetry about resilience.

One more coaching point.

Volume is good. Blind volume is not.

The best reps pair activity with reflection. After a block like this, I’d want a rep to review:

Where did prospects consistently stall me?
What objection repeated?
Where did I overtalk?
Where did I miss the economic angle?
Who revealed process pain I can reuse in the next call?

That’s how call blocks become skill blocks.

Action solves a lot.
Reflection turns action into improvement.

My bottom line:

I’ll take the rep who gets hung up on, resets fast, and keeps dialing over the rep with the “perfect” opener and no stomach for discomfort.

Every day.

Because pipeline doesn’t go to the most talented.
It goes to the most stable.

And if you’re early in sales, read this carefully:

You do not need to be fearless. You need to be repeatable.

That’s the standard.

I respect anybody willing to make 100 live cold calls and leave the misses in.

Not because it’s pretty.

Because it’s real.

Most reps want to post the one clean connect, the one softball meeting, the one “great call.” Cool. That’s not the job. The job is eating voicemail, getting brushed off, getting hung up on, hitting a gatekeeper wall, and still being sharp on call 37 like it’s call 1.

That’s the part people romanticize from the outside and avoid in practice.

It just takes one is exactly right.

But let me tighten that up a little as someone who’s carried a real bag:
it takes one because you were disciplined enough to survive the 99 that didn’t convert.

That’s sales.

Not motivation. Not “born talent.” Not magic tone.
Reps are built in moments like this.

What stood out to me wasn’t just the volume. It was the emotional reset.

You get hung up on.
You laugh.
You note what happened.
You move.

That is a trained skill.

A lot of reps say they want pipeline, but the second a prospect gets short with them, you can feel the next five calls get weaker. Their voice tightens. Their pace changes. They start “hoping” instead of leading.

That’s amateur hour.

Every cold call is a new at-bat. If the last prospect rejected you, who cares? The next one wasn’t in that conversation.

I used to tell reps all the time:

Short memory. Long discipline.

That’s the game.

There was also a good lesson in qualification buried inside the longer conversation. The prospect basically said:

“We buy this way because it fits our process, our system, and our scale.”

That matters.

Too many reps hear mild interest and start booking fake meetings. Then they celebrate a calendar invite that was dead on arrival.

I’d rather hear the real friction:

  • process misalignment
  • operational constraints
  • automation incompatibility
  • procurement structure
  • low category priority

That’s useful.

That’s where MEDDIC actually lives, by the way. Not in some laminated cheat sheet. In the call. In the discovery. In the part where you find out there’s no compelling event, weak pain, and no path to change.

And if there’s no path to change, stop kidding yourself.

This is where Sandler matters too. Disqualify early.
And Challenger? Teach with relevance, not with a monologue.

Now, if I’m coaching this live, here’s what I’d push on.

The persistence is strong. The tone is calm. The willingness to stay in the pocket is strong.

But when a prospect gives you a process objection like, “We only buy this way because it plugs into our systems,” you cannot just keep adding logic and hoping logic wins. That’s seller behavior. The buyer already told you the real issue: change cost.

You have to go there.

I’d role-play it like this:

Prospect: “We only purchase through that platform. It fits our accounting workflow.”

Me: “Makes sense. So if I’m hearing you right, this isn’t really about vial pricing. It’s about not creating operational drag across 36 locations. Is that fair?”

Now I’ve named the real problem.

Then:

“If we found savings big enough to justify an exception, who besides you would need to weigh in on process and AP impact?”

That’s a better sales conversation.

Not because it’s slick.
Because it respects the buyer’s actual world.

Another thing I liked: the rep stayed relatively composed across dead air, voicemail, and weird interactions.

That matters more than people think.

Your cold calling ceiling is usually not script-related.

It’s emotional control.

If you sound needy, rushed, or “please like me,” the market smells it immediately. If you sound grounded, curious, and unattached, you give yourself a chance.

And no, that doesn’t mean passive.

It means detached from the outcome, committed to the action.

That’s coachable.
That’s trainable.
That’s why I don’t buy the “natural salesperson” nonsense.

Nobody is born knowing how to:

  • recover after a hang-up
  • hear a brush-off without flinching
  • navigate a gatekeeper
  • test for pain
  • separate interest from intent
  • ask for the next step without sounding desperate

They learn it.

Or they avoid it and call themselves “not a phone person.”

Let me be mildly aggressive for a second:

If you’re in sales and you need perfect conditions to prospect, you do not have a lead gen problem. You have a standards problem.

This is why I still love cold calling.
It exposes the truth.

No hiding behind “marketing didn’t give me enough.”
No hiding behind “I was doing research.”
No hiding behind CRM hygiene theatre.

You either picked up the phone or you didn’t.

You either controlled your state or you didn’t.

You either created pipeline or you wrote LinkedIn poetry about resilience.

One more coaching point.

Volume is good. Blind volume is not.

The best reps pair activity with reflection. After a block like this, I’d want a rep to review:

Where did prospects consistently stall me?
What objection repeated?
Where did I overtalk?
Where did I miss the economic angle?
Who revealed process pain I can reuse in the next call?

That’s how call blocks become skill blocks.

Action solves a lot.
Reflection turns action into improvement.

My bottom line:

I’ll take the rep who gets hung up on, resets fast, and keeps dialing over the rep with the “perfect” opener and no stomach for discomfort.

Every day.

Because pipeline doesn’t go to the most talented.
It goes to the most stable.

And if you’re early in sales, read this carefully:

You do not need to be fearless. You need to be repeatable.

That’s the standard.

...
#salestraining#b2bsales#techsales#pipeline#coldcalling#salescoach#prospecting#salesskills
#salestraining#b2bsales#techsales#pipeline#coldcalling#salescoach#prospecting#salesskills
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Carol Lewis
Carol Lewis

Follow my page for daily sales tips 🔥💯

Bobby Chavez
Bobby Chavez

self promo much

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User avatar
Kenneth Mendoza
November 10418

Supervisor Agents in n8n

I’m bullish on supervisor-style agent architecture inside n8n.

Not because it’s flashy. Because it’s practical.

The setup is simple: one supervisor agent sits in front, reads the user’s request, and decides which specialized agent should handle the job. In this case, there’s a User Agent and an Order Agent, both backed by PostgreSQL, with GPT-4o handling the reasoning layer.

What I like about this pattern is the orchestration logic.

If someone asks for user details, the supervisor routes to the User Agent.

If someone asks for order details by order ID, it routes to the Order Agent.

And the interesting part: if someone asks for order details for John Doe, the system can’t query orders directly from a name. So the supervisor first calls the User Agent, gets the user_id, then hands that off to the Order Agent.

That’s the real win: agents chaining together without the user needing to know the underlying lookup logic.

Instead of exposing raw database structure, you give people a clean interface: ask naturally, get the right answer back.

I also like that the response is formatted for humans, not dumped as raw JSON. That sounds small, but it’s the difference between a demo and something you can actually put in front of a team.

A few things stood out to me from the build:

The architecture is modular.
Each agent has one job. The User Agent knows user lookups. The Order Agent knows order retrieval. The supervisor just coordinates. That separation matters when you need to debug, upgrade prompts, or swap tools later.

The tool design is where the real work is.
The magic isn’t “AI.” It’s giving each agent tight tool access and clear prompt boundaries. Query by username. Query by user ID. Query order by order ID. Query order by user ID. Clean inputs, clean outputs.

n8n is a good fit for this.
Using chat trigger + AI agent nodes + Postgres tools + memory keeps the whole thing visual. You can inspect the flow, see where routing happened, and catch failures without digging through a giant codebase.

There’s a tradeoff, though.
Supervisor patterns create extra back-and-forth. Request comes in, supervisor thinks, calls one agent, gets data back, maybe calls another agent, then returns the final response. That means more token usage, more latency, and higher cost.

So I wouldn’t use this pattern everywhere.

But for workflows where requests need coordination across multiple domains, it’s a solid design. Especially when the alternative is stuffing every possible tool and every possible instruction into one bloated mega-agent.

Personally, I’d rather ship:

  • one clean supervisor
  • a few narrow agents
  • tightly scoped database tools
  • prompts that are obvious to maintain

That’s a much better build surface.

The bigger takeaway for me is this: multi-agent systems start making sense when each agent maps to a real business capability.

User lookup is a capability.
Order lookup is a capability.
Orchestration is a capability.

Once you frame it like that, the workflow gets easier to reason about.

If I were implementing this myself, I’d keep pushing it in a few directions:

  • stronger error handling when one tool call fails
  • stricter prompt instructions around when to call each tool
  • better response formatting so the final answer is consistently useful
  • logging each handoff between supervisor and sub-agents for debugging

That’s usually where these builds go from “cool demo” to “production-safe enough to trust.”

Bottom line: this is a clean example of using n8n for agent orchestration instead of just single-agent chat. And that shift matters.

Because once one agent can delegate to other agents with the right tools behind them, you stop building chatbots and start building systems.

I’m bullish on supervisor-style agent architecture inside n8n.

Not because it’s flashy. Because it’s practical.

The setup is simple: one supervisor agent sits in front, reads the user’s request, and decides which specialized agent should handle the job. In this case, there’s a User Agent and an Order Agent, both backed by PostgreSQL, with GPT-4o handling the reasoning layer.

What I like about this pattern is the orchestration logic.

If someone asks for user details, the supervisor routes to the User Agent.

If someone asks for order details by order ID, it routes to the Order Agent.

And the interesting part: if someone asks for order details for John Doe, the system can’t query orders directly from a name. So the supervisor first calls the User Agent, gets the user_id, then hands that off to the Order Agent.

That’s the real win: agents chaining together without the user needing to know the underlying lookup logic.

Instead of exposing raw database structure, you give people a clean interface: ask naturally, get the right answer back.

I also like that the response is formatted for humans, not dumped as raw JSON. That sounds small, but it’s the difference between a demo and something you can actually put in front of a team.

A few things stood out to me from the build:

The architecture is modular.
Each agent has one job. The User Agent knows user lookups. The Order Agent knows order retrieval. The supervisor just coordinates. That separation matters when you need to debug, upgrade prompts, or swap tools later.

The tool design is where the real work is.
The magic isn’t “AI.” It’s giving each agent tight tool access and clear prompt boundaries. Query by username. Query by user ID. Query order by order ID. Query order by user ID. Clean inputs, clean outputs.

n8n is a good fit for this.
Using chat trigger + AI agent nodes + Postgres tools + memory keeps the whole thing visual. You can inspect the flow, see where routing happened, and catch failures without digging through a giant codebase.

There’s a tradeoff, though.
Supervisor patterns create extra back-and-forth. Request comes in, supervisor thinks, calls one agent, gets data back, maybe calls another agent, then returns the final response. That means more token usage, more latency, and higher cost.

So I wouldn’t use this pattern everywhere.

But for workflows where requests need coordination across multiple domains, it’s a solid design. Especially when the alternative is stuffing every possible tool and every possible instruction into one bloated mega-agent.

Personally, I’d rather ship:

  • one clean supervisor
  • a few narrow agents
  • tightly scoped database tools
  • prompts that are obvious to maintain

That’s a much better build surface.

The bigger takeaway for me is this: multi-agent systems start making sense when each agent maps to a real business capability.

User lookup is a capability.
Order lookup is a capability.
Orchestration is a capability.

Once you frame it like that, the workflow gets easier to reason about.

If I were implementing this myself, I’d keep pushing it in a few directions:

  • stronger error handling when one tool call fails
  • stricter prompt instructions around when to call each tool
  • better response formatting so the final answer is consistently useful
  • logging each handoff between supervisor and sub-agents for debugging

That’s usually where these builds go from “cool demo” to “production-safe enough to trust.”

Bottom line: this is a clean example of using n8n for agent orchestration instead of just single-agent chat. And that shift matters.

Because once one agent can delegate to other agents with the right tools behind them, you stop building chatbots and start building systems.

...
#workflowautomation#nocode#aiautomation#postgresql#aiagents#langchain#n8n#gpt4o#supervisoragent
#workflowautomation#nocode#aiautomation#postgresql#aiagents#langchain#n8n#gpt4o#supervisoragent
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6

Robert Evans
Robert Evans

this is actually clean af

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User avatar
Frank Cox
November 10427

Body Doubling and ADHD Research

I’m always cautious when a strategy gets recommended everywhere for ADHD, because popularity and evidence are not the same thing.

That’s why I found this research on body doubling so interesting.

In a 12-week real-world study of 117 adults with suspected or diagnosed ADHD, researchers looked at what changed when people used virtual body doubling regularly. They measured three things: sustained focus, work-related anxiety, and overall life satisfaction.

The results were striking.

Sustained focus more than doubled. Before regular body doubling, 81% of participants said they couldn’t stay focused for more than 30 minutes. After 12 weeks, over half reported being able to sustain focus for 60+ minutes.

As someone who works with ADHD learners and families, this part really matters to me because the struggle is so often misunderstood. It’s not always a planning problem. It’s not always a motivation problem. Very often, it’s a task initiation and task persistence problem.

You want to start. You mean to keep going. But your brain keeps slipping the gear.

That’s where body doubling can act like scaffolding, not surveillance. A shared work session, a clear start point, and the quiet presence of other people can lower the friction of beginning and help people stay with the task longer.

The second finding may be even more important: anxiety dropped by about 30%.

That caught my attention because for so many people with ADHD, anxiety doesn’t sit off to the side. It grows directly out of the daily experience of falling behind, re-starting, masking, avoiding, and carrying the constant feeling of “I should be doing more.”

When a support reduces that background stress, it doesn’t just help productivity. It can help the nervous system settle enough for real thinking to happen.

And then there was the third result: life satisfaction increased by 2.5 points on a 10-point scale.

That is a big shift.

To me, that suggests body doubling may be doing more than helping people “get work done.” It may also be interrupting shame cycles, reducing isolation, and helping people feel more like themselves again.

That piece feels especially important.

For adults working from home, freelancing, studying independently, or just trying to manage life without enough structure, body doubling can offer something many people don’t realize they’re missing: co-regulation, rhythm, and a sense of not doing it all alone.

I also appreciated that the researchers were transparent about the limits. This was an observational study based on self-report, not a controlled clinical trial, so we can’t say body doubling alone caused every change.

But even with that caveat, the pattern is meaningful.

What I take from this is simple:

ADHD support is not just about trying harder. It’s about building the right conditions.

When the environment offers structure without shame, accountability without pressure, and presence without judgment, many people can access focus more consistently.

And as a former teacher and learning specialist, that tracks with what I’ve seen for years: people do better when we stop treating struggle like a character flaw and start treating support like a design question.

If body doubling has helped you, I’d love to hear what changed for you.

Was it focus? Follow-through? Less anxiety?
Or was it the relief of not feeling so alone while working?

I’m always cautious when a strategy gets recommended everywhere for ADHD, because popularity and evidence are not the same thing.

That’s why I found this research on body doubling so interesting.

In a 12-week real-world study of 117 adults with suspected or diagnosed ADHD, researchers looked at what changed when people used virtual body doubling regularly. They measured three things: sustained focus, work-related anxiety, and overall life satisfaction.

The results were striking.

Sustained focus more than doubled. Before regular body doubling, 81% of participants said they couldn’t stay focused for more than 30 minutes. After 12 weeks, over half reported being able to sustain focus for 60+ minutes.

As someone who works with ADHD learners and families, this part really matters to me because the struggle is so often misunderstood. It’s not always a planning problem. It’s not always a motivation problem. Very often, it’s a task initiation and task persistence problem.

You want to start. You mean to keep going. But your brain keeps slipping the gear.

That’s where body doubling can act like scaffolding, not surveillance. A shared work session, a clear start point, and the quiet presence of other people can lower the friction of beginning and help people stay with the task longer.

The second finding may be even more important: anxiety dropped by about 30%.

That caught my attention because for so many people with ADHD, anxiety doesn’t sit off to the side. It grows directly out of the daily experience of falling behind, re-starting, masking, avoiding, and carrying the constant feeling of “I should be doing more.”

When a support reduces that background stress, it doesn’t just help productivity. It can help the nervous system settle enough for real thinking to happen.

And then there was the third result: life satisfaction increased by 2.5 points on a 10-point scale.

That is a big shift.

To me, that suggests body doubling may be doing more than helping people “get work done.” It may also be interrupting shame cycles, reducing isolation, and helping people feel more like themselves again.

That piece feels especially important.

For adults working from home, freelancing, studying independently, or just trying to manage life without enough structure, body doubling can offer something many people don’t realize they’re missing: co-regulation, rhythm, and a sense of not doing it all alone.

I also appreciated that the researchers were transparent about the limits. This was an observational study based on self-report, not a controlled clinical trial, so we can’t say body doubling alone caused every change.

But even with that caveat, the pattern is meaningful.

What I take from this is simple:

ADHD support is not just about trying harder. It’s about building the right conditions.

When the environment offers structure without shame, accountability without pressure, and presence without judgment, many people can access focus more consistently.

And as a former teacher and learning specialist, that tracks with what I’ve seen for years: people do better when we stop treating struggle like a character flaw and start treating support like a design question.

If body doubling has helped you, I’d love to hear what changed for you.

Was it focus? Follow-through? Less anxiety?
Or was it the relief of not feeling so alone while working?

...
#focus#wellbeing#mentalhealth#productivity#adhd#neurodiversity#executivefunction#adultadhd#bodydoubling
#focus#wellbeing#mentalhealth#productivity#adhd#neurodiversity#executivefunction#adultadhd#bodydoubling
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Amy Foster
Amy Foster

sample size of 117 and self reported yeah thats not real data

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