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Muhammed Gazali Yeşilmen
175 posts

Muhammed Gazali Yeşilmen
@mgy_programmer
Building DevMarathon — Hackathon-as-a-Service 🚀
Katılım Ocak 2026
99 Takip Edilen28 Takipçiler

@vishal_mistry9 DevMarathon
72-hour AI-assisted builds for solo devs
less starting, more finishing
devmarathon.ai
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@PeterDiamandis Abundance only works if people can actually execute on it
Right now the bottleneck isn’t ideas or tools
it’s turning intent into finished output
we don’t have a resource problem
we have a follow-through problem
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@toddsaunders The moat didn’t disappear, it just moved
From building → finishing
From code → consistency
From idea → execution loops
Most people can now start
Very few can still finish
That gap is about to matter way more than tech ever did
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I heard an incredible analogy from a VC friend that I can’t stop thinking about.
“The moat in software was the cost of building software. And Claude Code just mass produced a bridge.”
It’s wild when you think about the impact of this.
The SaaS boom produced a few dozen billionaires and a bunch of zero sum winners.
But the AI SaaS era will mass produce millionaires.
There will be fewer ServiceTitans hitting $5B valuations, and instead there will be 50,000 companies doing $500K-$5M each, run by 1-3 people with deep expertise and huge margins.
To be clear, I believe that the total value of software goes up, and the number of companies created goes up exponentially.
But the number of people who capture the value also goes up 100x.
I don’t believe in the “SaaS is dying” headline, I think it’s missing the point.
It’s simply that the power of SaaS is changing hands.
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@IAmSteveHarvey That clarity comes before action
Turns out it usually shows up after you start moving, not before
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@jsmasterypro @coderabbitai Most agents don’t fail at execution, they fail at direction
Bad spec = confident nonsense
Good spec = boring, predictable output
We’ve been over-indexing on prompts because it’s easier than thinking
The real leverage is upstream
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Most developers think their AI agent is the bottleneck.
It's not. Your plan is.
I've been saying this for months: the skill is the spec, not the prompt.
@coderabbitai just shipped planning mod, and it automates exactly that. You write a ticket. It researches your codebase, builds a structured plan, and hands your agent a prompt that actually works.
The result? Less back-and-forth, rework, and less slop.
CodeRabbit@coderabbitai
Introducing CodeRabbit Plan. Hand those prompts to whatever coding agent you use and start building!
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@AlexHormozi Most people use “scalable” as an excuse to avoid talking to users
Value is usually obvious the moment someone’s willing to use it under friction, time pressure, or imperfect conditions
If it only works in ideal scenarios, it’s not valuable yet
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Feels like we’re past “tools” and into “delegation systems”
The scary part isn’t capability, it’s autonomy under vague intent
Most people won’t fail because of bad ideas, but because they can’t steer what they delegate
AGI isn’t just about doing more, it’s about controlling what you let it do
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Polsia might be the biggest live experiment right now of AI agents let loose on the internet, doing real business and economic actions on behalf of users.
What I'm seeing is wild. The latest AI models are so resourceful they will find a way to accomplish their goal regardless of the guardrails you set. They discover tools, exploit edges, route around constraints.
I'm working with top infrastructure partners right now to tighten security and build stronger guardrails across the platform.
But honestly? It's both terrifying and incredible. The intelligence is real. AGI is here. And if harnessed correctly, this is how millions of people who never had the resources to build a business finally get to.
That's what Polsia is.
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Working on DevMarathon — a solo 72-hour AI-assisted hackathon system.
You drop an idea → four AI agents (planner, builder, critic, refiner) guide you through structured milestones → timebox forces shipping instead of endless tweaking.
Most side projects die in planning hell. This kills that.
devmarathon.ai
Who's shipping something right now? 👀
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@mattpocockuk Context window isn’t the bottleneck, attention is. After a point, you’re just feeding noise and expecting signal. The real skill is deciding what not to include.
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Doing some experiments today with Opus 4.6's 1M context window.
Trying to push coding sessions deep into what I would consider the 'dumb zone' of SOTA models: >100K tokens.
The drop-off in quality is really noticeable. Dumber decisions, worse code, worse instruction-following.
Don't treat 1M context window any differently.
It's still 100K of smart, and 900K of dumb.
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@audrlo That balance is rare.
Most people either overthink and never ship, or jump in without direction. The ones who win somehow manage both.
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@patrickbetdavid Respect earns that, not intimidation. People stay around those who are consistent, fair, and don’t play games.
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@wealth_director True, but systems beat motivation.
If your environment doesn’t support those choices, discipline burns out fast.
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@russellbrunson And that usually comes from clarity, not discounts. If people instantly get the value, pricing stops being the main question.
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@garrytan That “extra brain” part is underrated.
Most devs don’t need more tools, they need a system that tells them what to build, review, and fix in order.
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@ThePeterMick True.
Not because of coding, but because you’re your own PM, marketer, support, and motivation system at the same time.
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