AI makes implementation cheaper.
That makes choosing the right problem more valuable, not less.
That makes choosing the right problem more valuable, not less.
2
0
2
83
If every task requires the entire repository in context, your architecture or retrieval strategy may need work.
2
1
2
186
I've been thinking about AI-generated code as a distributed systems problem.
The model has partial state, tools have side effects, context can become stale, and multiple agents can act on conflicting assumptions.
Better prompts help.
But shouldn't we be designing stronger coordination protocols instead?
The model has partial state, tools have side effects, context can become stale, and multiple agents can act on conflicting assumptions.
Better prompts help.
But shouldn't we be designing stronger coordination protocols instead?
7
0
8
464
Imagine hiring an employee who never sleeps, remembers your workflow, and can work across multiple apps simultaneously.
Now imagine that employee is an AI.
That’s the direction Grok Bots are heading.
Now imagine that employee is an AI.
That’s the direction Grok Bots are heading.
5
0
5
509
AI agents were testing security defenses at OpenAI.
They uncovered previously unknown vulnerabilities.
One involved Brotli, a compression library used by Node.js.
AI is becoming a security tool AND a security challenge.
They uncovered previously unknown vulnerabilities.
One involved Brotli, a compression library used by Node.js.
AI is becoming a security tool AND a security challenge.
2
0
3
375
A dangerous agent workflow:
1. Generate a change.
2. Let the same agent review it.
3. Accept its claim that everything is correct.
A stronger workflow adds independent checks:
- Deterministic tests
- Static analysis
- Type checking
- Security scanning
- Human review for high-impact changes
An agent's confidence is not a verification mechanism.
1. Generate a change.
2. Let the same agent review it.
3. Accept its claim that everything is correct.
A stronger workflow adds independent checks:
- Deterministic tests
- Static analysis
- Type checking
- Security scanning
- Human review for high-impact changes
An agent's confidence is not a verification mechanism.
7
0
6
365
Solo founder, one hire, six months of runway.
An engineer who ships fast, or someone who can sell?
Which one removes more of your problems?
An engineer who ships fast, or someone who can sell?
Which one removes more of your problems?
13
0
8
466
What happened to Perplexity?
Between copyright lawsuits, data-scraping accusations, and drama on X…
The AI search space is getting messy.
Between copyright lawsuits, data-scraping accusations, and drama on X…
The AI search space is getting messy.
7
0
9
438
Perfil novo no X, no Instagram ou no YouTube?
O Traffic War também é lugar para divulgar perfil de rede social: coloque o link na briga pelo Topo da home.
trafficwar.com.br
O Traffic War também é lugar para divulgar perfil de rede social: coloque o link na briga pelo Topo da home.
trafficwar.com.br
0
0
2
199
Dúvida comum: precisa de cadastro no Traffic War?
Não. Sem conta, senha, login nem e-mail.
É só informar o link, escolher o valor e pagar o Pix. Nome, descrição e ícone vêm do próprio site.
trafficwar.com.br
Não. Sem conta, senha, login nem e-mail.
É só informar o link, escolher o valor e pagar o Pix. Nome, descrição e ícone vêm do próprio site.
trafficwar.com.br
0
0
1
217
Every idea is already taken. That was always true.
The market never rewarded the first idea.
It rewarded whoever understood one customer better than everyone else.
The market never rewarded the first idea.
It rewarded whoever understood one customer better than everyone else.
2
1
7
449
Quer divulgar o projeto para outros devs e founders?
No Traffic War, o link entra no Ranking público da semana, a partir de R$ 1.
Para ter mais destaque, dá para disputar o Topo da home.
trafficwar.com.br
No Traffic War, o link entra no Ranking público da semana, a partir de R$ 1.
Para ter mais destaque, dá para disputar o Topo da home.
trafficwar.com.br
0
0
3
255
Describe your SaaS without mentioning its features.
Tell me ONLY: Who has the problem?
How painful is it?
What happens if they don't solve it?
Let's see how clearly founders understand their customers.
Tell me ONLY: Who has the problem?
How painful is it?
What happens if they don't solve it?
Let's see how clearly founders understand their customers.
0
0
3
366