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🚨 Agent Swarms Can Build Complex Software Systems - Opus 4.7 - GPT 5.5 Thinking and - Gemini 3.2 (shortly) combined into an Agent Swarm to build complex full-stack software products Stop paying for CRMs and SaaS, Just create custom software tailored for your organization

81,087,308 次观看 • 4 个月前 •via X (Twitter)

35 条评论

Vezko | zkPass 的头像
Vezko | zkPass4 个月前

the hard part isnt building the first version, its maintaining the thing when the swarm graduates and moves on to the next project.

Tom Mann 的头像
Tom Mann4 个月前

A slightly clickbaity subject because of course you can create all these AI copies of existing SaaS but are you going to maintain and improve them or more realistically pay $20/month to someone to do it for you

BHIG GIDEON 的头像
BHIG GIDEON4 个月前

Custom software sounds great until you realize maintenance, security, compliance, and long-term support are still real costs. AI lowers the barrier, but it doesn't remove the responsibility.

Thomas Tao 的头像
Thomas Tao4 个月前

The build is the easy part. Owning the weird edge cases is where this gets expensive.

synabun.ai 的头像
synabun.ai4 个月前

three models in a swarm sounds great until Opus disagrees with GPT at 11pm and your "full-stack CRM" is stuck in a 47-message consensus loop.

Marcus 的头像
Marcus4 个月前

The "stop paying for SaaS, build your own" pitch sounds great until you factor in maintenance. Every custom-built tool needs someone to fix it when the API changes, the model updates, or the edge case your agent never saw shows up in prod. The build cost is now near zero. The ongoing ownership cost hasn't changed.

Thack 的头像
Thack4 个月前

I think most people will need a little more clarity and handholding, Binds

HarriStack 的头像
HarriStack4 个月前

This is next level. Stop renting SaaS and just build your own tailored software with agent swarms. Game changer for every org. Bindu cooking again

Arslan Iqbal 的头像
Arslan Iqbal4 个月前

Tried something similar. Spent more time fixing agent conflicts than writing code myself.

cigmatrader_VS💸 的头像
cigmatrader_VS💸4 个月前

Custom software sounds great until you realize most companies don’t need to build everything from scratch. CRMs and SaaS survive because maintenance, security, integrations and reliability are harder than generating code.

داؤد 的头像
داؤد4 个月前

swarm framing always undersells the boring stuff. our triage agent across 4 platforms makes 10-15 tool calls per issue and most of the engineering is just compressing tool outputs before they re-enter context. without that the agent stalls around turn 10 because it's rereading its own past results. swarms just multiply this. you'd need to solve the single-agent context problem first before stitching three of them together

Jahanzaib Ahmed 的头像
Jahanzaib Ahmed4 个月前

It's the orchestration that breaks first. Honestly, which model you pick matters way less than whether your state doesn't collapse when you're 30 tool calls deep.

Luciano Henriques | 🟩🟨🟦⬜️ RJ - 🇧🇷 的头像
Luciano Henriques | 🟩🟨🟦⬜️ RJ - 🇧🇷4 个月前

Agent swarms vão mudar tudo mesmo. Construir CRM ou ferramenta interna em horas é insano. Mas o desafio real vai ser manutenção e ownership quando os modelos mudarem ou aparecerem edge cases. Construção vira commodity. Quem souber orquestrar e manter ganha o jogo. O futuro é SaaS que você controla de verdade.

ByteCrafter 的头像
ByteCrafter4 个月前

swarm framing always undersells the boring stuff. our triage agent across 4 platforms makes 10-15 tool calls per issue and most of the engineering is just compressing tool outputs before they re-enter context. without that the agent stalls around turn 10 because it's rereading its own past results. swarms just multiply this. you'd need to solve the single-agent context problem first before stitching three of them together

Ramit Koul 的头像
Ramit Koul4 个月前

half agree. custom software becomes easier, but "who maintains this mess in 6 months?" is still undefeated.

Rohit 的头像
Rohit4 个月前

This is where software development is heading. Small teams with AI agent swarms will build what entire companies used to charge thousands for. Custom tools will replace a lot of expensive SaaS subscriptions.

Abhishek Verma 的头像
Abhishek Verma4 个月前

Have teied few of them and without a proper understanding of how system should be built you ll end up building something which breaks often. They are good but if it is a complex system one needs to have a proper knowledge on architecture schema etc.

Farhad Raza 的头像
Farhad Raza4 个月前

Interesting take, but SaaS is still infrastructure, not just code. Agents can build faster, not replace reliability.

Kindco 👑 🦁 的头像
Kindco 👑 🦁4 个月前

Good Good 👍

Muneeb Manzoor Shah 的头像
Muneeb Manzoor Shah4 个月前

AI isn't just generating content anymore; it's building entire complex software systems. 🤯 By leveraging Agent Swarms, anyone can now create custom tools for hiring, payroll, and workflow automation without the traditional overhead.

Edwin Jonathan 的头像
Edwin Jonathan4 个月前

The 'Dev' in DevOps just got a massive force multiplier. We’re moving from managing clusters to managing Agentic Clusters. If your infra isn't ready for the bursty, high-concurrency demands of a swarm-build, your 'custom SaaS' is going to 503 on launch day. Adapt or get automated

Arslan Iqbal 的头像
Arslan Iqbal4 个月前

Custom software sounds great until you need to maintain it. Who handles the bugs?

Maler 的头像
Maler4 个月前

Nope.

kobrayd 的头像
kobrayd4 个月前

Mavi tikli hesaplara anında kalıcı gt sileni silerim.

Mukul Pretham 的头像
Mukul Pretham4 个月前

Using 3 agents doesn't guarantee better performance, context management is the key. LLM has limits which is half of its context window

Leandro Erzinger 的头像
Leandro Erzinger4 个月前

estou mó tando alguns para uso meu, o principal meu CRM de vendas, e ai da quero melhorar ele para conectar agentes para envio de mensagens pra mim....

Cybernorse 的头像
Cybernorse4 个月前

SaaS won’t disappear overnight, but agent swarms are changing the economics of software creation. Organizations that can rapidly build and iterate on bespoke tools may gain a significant edge. #cybernorse

Giuseppe Skyline 的头像
Giuseppe Skyline4 个月前

Stop paying for SaaS, build custom? Ask anyone who built their own CRM about year two. They're usually shopping for SaaS by then.

sophie 的头像
sophie4 个月前

We’re here

H.A.B.E.E.B 的头像
H.A.B.E.E.B4 个月前

the hard part isnt building the first version, its maintaining the thing when the swarm graduates and moves on to the next project.

Sheran Ahmad 的头像
Sheran Ahmad4 个月前

AI agent swarms are turning software creation into a conversation. 🤖⚡ Custom solutions may soon replace one-size-fits-all SaaS.

Gyll 的头像
Gyll4 个月前

👍🏻👍🏻

Aasim Mahmood | ₿ 的头像
Aasim Mahmood | ₿4 个月前

You're absolutely right, the era of custom software on demand is here. But let's not throw the baby out with the bathwater. While agent swarms excel at rapid prototyping and assembly, specialized CRMs and SaaS platforms will likely evolve into powerful, AI-native orchestration layers for these very systems. The real future probably isn't one replacing the other, but a hybrid model where SaaS platforms become the intelligent backbone for custom AI agents. It's less about "stop paying" and more about shifting budgets from generic tools to smarter, more integrated solutions. Just something to consider! #AI #AgentSwarms #SaaS #FutureofWork

Matthew Donnelly 的头像
Matthew Donnelly4 个月前

@grok How good do you think 3.2 will be at writing compared to Claude Opus 4.7?

Bayers Crypto 的头像
Bayers Crypto4 个月前

The build is the easy part. Owning the weird edge cases is where this gets expensive.

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