Susana Pasleyowns has opinions about tech stack optimization tricks. Informed ones, backed by real experience — but opinions nonetheless, and they doesn't try to disguise them as neutral observation. They thinks a lot of what gets written about Tech Stack Optimization Tricks, Core Tech Concepts and Insights, AI and Machine Learning Ideas is either too cautious to be useful or too confident to be credible, and they's work tends to sit deliberately in the space between those two failure modes.
Reading Susana's pieces, you get the sense of someone who has thought about this stuff seriously and arrived at actual conclusions — not just collected a range of perspectives and declined to pick one. That can be uncomfortable when they lands on something you disagree with. It's also why the writing is worth engaging with. Susana isn't interested in telling people what they want to hear. They is interested in telling them what they actually thinks, with enough reasoning behind it that you can push back if you want to. That kind of intellectual honesty is rarer than it should be.
What Susana is best at is the moment when a familiar topic reveals something unexpected — when the conventional wisdom turns out to be slightly off, or when a small shift in framing changes everything. They finds those moments consistently, which is why they's work tends to generate real discussion rather than just passive agreement.
Spot the Bottlenecks First Before you refactor a single line, you need hard data. Guesswork is expensive. Fire up profiling tools and get a handle on what’s actually slowing your app down. Look for red flags like slow database queries, memory leaks that snowball under load, or CPU spikes during traffic bursts. Not everything that […]
Backend Refactoring Tips That Improve App Performance Read More »
Why Supply Chain Attacks Matter More Than Ever Cybercriminals aren’t kicking down your front door anymore they’re walking right through side entrances built by your vendors. Over the past few years, there’s been a sharp uptick in attacks exploiting third party software and services. These aren’t fringe cases. Incidents like the SolarWinds breach made it
Supply Chain Cyber Attacks: Strategies To Detect And Prevent Read More »
What Reinforcement Learning Brings to the Table Traditional control systems in robotics do what they’re told no more, no less. Engineers pre program specific instructions and behaviors, and the robot follows them as long as the environment plays nice. But throw in a surprise a slipped gear, a misaligned box, an unexpected obstacle and those
Reinforcement Learning In Robotics: A Practical Introduction Read More »
No More Afterthoughts: APIs Go Front and Center In traditional software development, APIs usually came last bolted on after the heavy lifting was done. That’s changing fast. API first flips the script. Instead of treating the interface like a secondary concern, it becomes the blueprint. The API gets designed upfront, with clear specs and user
Why API-First Development Is Reshaping Software Architecture Read More »
Start Small, Aim Sharp Building an MVP isn’t about cobbling together something passable and calling it progress. It’s about clarity. MVP stands for minimum viable product, not maximum vague prototype. Done right, it’s a focused answer to a real problem for one audience and with one clear outcome in mind. The trap most early builders
Lessons Learned from Building MVPs with Limited Resources Read More »
Defining the Scale Problem in 2026 Scaling AI isn’t as simple as throwing more GPUs at the problem. That approach might work for small experiments, but pushing a model into the real world or training it at true scale is a different beast entirely. Compute matters, sure. But it’s only one part of a long,
Interview: Data Scientists Talk About AI Scaling Challenges Read More »
What Really Matters in 2026 Frontend development isn’t just about slapping together some HTML and CSS anymore. It’s closer to systems engineering than simple UI design. The browser has become the final frontier for performance, interaction, and architecture and now, in 2026, you can’t afford to treat it like the last step in the build.
Choosing the Best Frontend Framework for Your Project Read More »
Why Backend Refactoring Is a 2026 Must Do Backend performance often lives behind the scenes but its impact on user experience is front and center. As businesses prepare for the scaling demands of 2026, optimizing backend systems is not just a technical task it’s an essential initiative. Why it Matters to End Users Your backend
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What Supply Chain Attacks Look Like in 2026 The more connected your systems are, the more doorways exist for someone to walk through. Software doesn’t sit in isolation anymore. Modern applications are webs of APIs, third party plugins, open source libraries, and cloud infrastructure all interwoven with hardware dependencies from international vendors. That interconnectivity creates
Identifying and Preventing Supply Chain Attacks Read More »
Why RASP Is on Every Security Team’s Radar in 2026 The surface area for cyberattacks has exploded. Apps aren’t just the front door anymore they’re the whole house. Traditional perimeter defenses like firewalls and gateways are too slow, too broad, and often too late. Attackers don’t knock at the edge; they slip inside and exploit
Runtime Application Self-Protection (RASP): Key Benefits and Limitations Read More »
