Da Detecção à Correção: Patches Automáticos e o Papel do Engenheiro na Era da IA

No debate anterior, exploramos como sistemas de IA identificam bugs através de análise estática, métricas de complexidade e modelos de predição. Detectar o problema, contudo, representa apenas metade do desafio. A verdadeira questão emerge quando a IA propõe uma correção: devemos confiar cegamente em um patch gerado automaticamente? A área de automated program repair (APR) […]

15 mins read

Tech workers call for CEOs to speak up against ICE after the killing of Alex Pretti

More than 450 tech workers from companies like Google, Meta, OpenAI, Amazon, and Salesforce have signed a letter urging their CEOs to call the White House and demand that United States Immigration and Custom Enforcement (ICE) leave U.S. cities.  “For months now, Trump has sent federal agents to our cities to criminalize us, our neighbors, […]

4 mins read

Best Budget Wi-Fi Routers roundup: Wi-Fi 6 versus Wi-Fi 7 benchmarked across seven low-cost routers

There’s a lot of activity in the lower end of the wireless router market, particularly in the sub-$100 price range. A wide variety of Wi-Fi 6 routers are available in this space from names you’re familiar with (Asus, TP-Link, Netgear, etc.) and some that might not ring any bells for you. Further compounding matters is […]

18 mins read

The Mid Life (Spending) Crisis

The problem with most retirement calculators and spending rules is that they assume life is linear and static. In reality, life and spending tend to be lumpy. JP Morgan’s Guide to Retirement has a neat breakdown of how spending tends to change for retirees as they age. These are the average spending levels for retired households […]

5 mins read

Links 1/25/2026 | naked capitalism

Rare footage: Houdini’s first jump into icy New York River, 1907 pic.twitter.com/86bxXgQK9J — Science girl (@sciencegirl) January 23, 2026 Nanoparticles That Destroy Disease Proteins Could Unlock New Treatments for Dementia and Cancer SciTech Daily The Market for Artificial Wombs is Here 3 Quarks Daily This startup will send 1,000 people’s ashes to space — affordably […]

8 mins read

Multi-Stage Phishing Campaign Targets Russia with Amnesia RAT and Ransomware

A new multi-stage phishing campaign has been observed targeting users in Russia with ransomware and a remote access trojan called Amnesia RAT. “The attack begins with social engineering lures delivered via business-themed documents crafted to appear routine and benign,” Fortinet FortiGuard Labs researcher Cara Lin said in a technical breakdown published this week. “These documents […]

7 mins read

Clean Architecture vs Vertical Slice: Pragmatism Over Dogma in Modern Software Design

Why This Article Is Part of My Portfolio Journey This piece is part of my effort to build a public engineering portfolio focused on sustainable architecture, engineering judgment, and long-term system design. Rather than showcasing isolated code samples, I’m documenting how I think about system design, trade-offs, and real-world engineering decisions — because architecture is […]

28 mins read

The Compound and Friends: Jeremy Grantham, Stop Ruining My Perfectly Good Bear Market

.bh__table, .bh__table_header, .bh__table_cell { border: 1px solid #dddddd; } .bh__table_cell { padding: 5px; background-color: #dddddd; } .bh__table_cell p { color: #222222; font-family: ‘Helvetica’,Arial,sans-serif !important; overflow-wrap: break-word; } .bh__table_header { padding: 5px; background-color:#dddddd; } .bh__table_header p { color: #222222; font-family:’Trebuchet MS’,’Lucida Grande’,Tahoma,sans-serif !important; overflow-wrap: break-word; } Advertisement Looking for a simpler way to invest Foolishly? Motley […]

1 min read