bastosmichael
bastosmichael
@bastosmichael.bsky.social

ML/LLM Developer & Researcher 🤖 | Software Mercenary 🛠️ | Brazilian Born 🇧🇷 | Deacon 🙏 | Former CTO 💼 | Marine Corps Sergeant 🎖️
Tech debt is real debt.
Interest shows up as bugs, rework, and slower shipping.
Stakeholders are the creditors you owe.

New post → michaelbastos.com/blog/why-the...
December 18, 2025 at 2:38 AM
MVPs are easy to ship.
Being taken seriously is hard.

YC’s real value isn’t capital, it’s credibility.

New post → michaelbastos.com/blog/why-fou...
December 17, 2025 at 12:56 AM
Startups live on chaos builders, not early process.

Hire MBAs too soon and you get polish without product.
Hire them too late and scaling gets harder.

New post → michaelbastos.com/blog/builder...
December 15, 2025 at 11:39 PM
30 years in tech taught me one thing: execution > dogma.

Tools change. Debates fade. Shipping is what matters.

LLMs aren’t cheating, they’re the new normal.

Read the full piece → michaelbastos.com/blog/executi....
December 14, 2025 at 3:54 PM
LLMs make shipping feel effortless, but “vibe coding” without tests hits juniors the hardest.
One regenerated function can quietly undo three fixes you never meant to touch.

Senior engineers guard against that with tight test loops.

Full read → michaelbastos.com/blog/from-vi...
December 13, 2025 at 2:04 PM
Survivor Bias and the Illusion of Launching Code Without Tests - While skipping tests and continuous integration might seem viable for exceptional companies, the majority of teams find that structured safeguards consistently outperform unpredictable heroics. michaelbastos.com/blog/survivo...
December 11, 2025 at 2:38 AM
Effortlessly Automate Your Weekly Releases Using GitHub Actions - Establish a workflow to tag and publish releases on a weekly basis, no matter what technology stack you're using. Visit michaelbastos.com/blog/automat... for more details.
December 10, 2025 at 12:56 AM
Adapting Junior Developers for the Age of Large Language Models - LLMs won't eliminate programming roles; instead, they shift the focus toward areas like testing, cybersecurity, and resilient system architecture. Explore more at michaelbastos.com/blog/future-....
December 8, 2025 at 11:39 PM
AWS's Copy-and-Scale Approach: Is it Creativity or Mimicry? AWS now emulates Apple's method: identify a popular open-source project, replicate it, and profit massively. Is this shrewd strategy or does it hinder creativity? #AWS #TechStrategy

Read more: michaelbastos.com/blog/aws-cop...
December 7, 2025 at 3:54 PM
Layoffs, Automation, and the Path to Renewal - Historically, surges in automation have often heralded the dawn of more intelligent and adaptable industries. More details can be found at: michaelbastos.com/blog/layoffs...
December 6, 2025 at 2:04 PM
Coding versus Engineering in the Era of LLMs - While language models can produce code, building enduring software still requires architecture, testing, and human insight, prompting developers to rethink their roles. michaelbastos.com/blog/coding-...
December 4, 2025 at 2:38 AM
Transparent Capacity Surpasses Undisclosed Overtime - Genuine trust is built on accurate predictions and manageable workloads, rather than last-minute efforts. michaelbastos.com/blog/honest-...
December 3, 2025 at 12:56 AM
Quick fixes often solidify into enduring obstacles, becoming a form of technical debt. It's crucial to address these temporary measures before they become entrenched. More insights at: michaelbastos.com/blog/permanence-of-temporary-solutions #TechDebt #QuickFixes
December 1, 2025 at 11:39 PM