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Bala Paranj1d ago • 7 min read
Fallacies of GenAI Development #1: Faster Code Generation Means Faster Engineering
Every team assumes 10x code generation means 10x engineering. Computing proved this wrong 30 years a...
#ai#softwaredevelopment#architecture#engineering
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Bala Paranj8h ago • 8 min read
Fallacies of GenAI Development #2: If the Output Looks Correct, It Is Correct
AI-generated code that compiles, passes tests, and reads well can still be wrong in ways no human wi...
#ai#softwaredevelopment#architecture#engineering
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Bala Paranj1d ago • 4 min read
The Fallacies of GenAI Development
Eight assumptions every team building with AI is making right now. Each one sounds true. Each one le...
#ai#softwaredevelopment#architecture#engineering
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Alex @ Vibe Agent Making3d ago • 3 min read
What Giraffes Teach About Distributed Systems
Originally published at vibeagentmaking.com What the Brain Sees The giraffe's...
#distributedsystems#architecture#biology#engineering
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Paulo Victor Leite Lima Gomes18h ago • 6 min read
postgres is all you need for durable execution
Durable execution engines like Temporal and Step Functions are powerful, but most teams reach for th...
#postgres#architecture#workflows#engineering
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Roger Rajaratnam2d ago • 9 min read
Adding comments to a static Astro blog with Netlify Forms
How I added a moderated comment system to this Astro blog using Netlify Forms as a queue, HMAC-signe...
#astro#netlify#engineering#frontend
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NovaSolver1d ago • 5 min read
NPSH and Pump Cavitation: Keeping the Suction Side Out of Trouble
There is a distinct sound a cavitating pump makes — like gravel being dragged through the casing. It...
#engineering#science#fluid
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Omnithium3d ago • 13 min read
LLM Cost Optimization for Agent Workflows: A Practical Guide
AI agents burn through tokens fast. A single multi-step agent workflow, classify an intent, retrieve...
#costoptimization#llm#aiagents#engineering
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NovaSolver5d ago • 4 min read
PID Tuning That Actually Converges: Ziegler-Nichols and the Root Locus View
The PID controller is the workhorse of industrial control. It runs temperature loops, motor drives,....
#engineering#science#control#controls
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The AI Leverage Weekly4d ago • 4 min read
How I Used AI to Untangle a Legacy Service I'd Never Touched Before
How I Used AI to Untangle a Legacy Service I'd Never Touched Before Three weeks ago I got...
#devops#ai#engineering#tools
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Bala Paranj1d ago • 13 min read
Six Contradictions Behind Cognitive Debt in AI Assisted Development
Generative AI creates cognitive debt through six structural contradictions. Braking isn't the answer...
#ai#softwaredevelopment#architecture#engineering
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NovaSolver3d ago • 5 min read
Fatigue and Fracture Mechanics: Why Parts Break Below Their Yield Strength
A static strength check asks one question: is the applied stress below the yield strength? Pass that...
#engineering#science#fracture
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Param Mehta5d ago • 2 min read
I Built a Free Metal Weight Calculator — Here's the Math Behind It
I'm not a professional developer. I'm a steel fabricator who got tired of calculating pipe weights o...
#javascript#webdev#engineering#opensource
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Mininglamp7h ago • 5 min read
Agent Engineering Is No Longer a Research Role. Here's What Changed.
Two years ago, if you searched for "agent developer" job postings, you'd find research positions at....
#ai#agents#career#engineering
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Andrew Kew6h ago • 2 min read
Mistral acquired an AI physics lab. Here's what they're building.
Mistral just posted the research stack behind their acquisition of Emmi AI — and it's not another...
#ai#machinelearning#engineering#llm
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NovaSolver6d ago • 5 min read
Differential Pair Impedance: Why USB and HDMI Routing Is a Geometry Problem
Every fast interface on a modern board — USB, HDMI, PCIe, Ethernet, SATA — sends its data as a...
#engineering#science#differential#em
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NovaSolver6h ago • 5 min read
Euler Buckling: Why Slender Columns Fail Long Before They Yield
Press down on a thin plastic ruler stood on its end and something surprising happens. It does not...
#engineering#science#euler#structural
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NovaSolver4d ago • 4 min read
Buck Converter Ripple: Sizing the Inductor and Capacitor With Confidence
A buck converter takes a higher DC voltage and steps it down efficiently by switching a transistor o...
#engineering#science#buck#em
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NovaSolver6d ago • 5 min read
Monte Carlo Simulation for Engineers: Turning Uncertainty Into Numbers
Most engineering formulas assume the inputs are known exactly. Reality is not so tidy. A machined...
#engineering#science#monte#math
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NovaSolver18h ago • 5 min read
Projectile Motion: Splitting One Problem Into Two Simple Ones
Watch a basketball arc toward the hoop, a fountain jet curve back to the pool, or a long-jumper leav...
#engineering#science#projectile#physics
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The AI Leverage Weekly2d ago • 2 min read
Your AI Tools Are Only as Good as Your Judgment — And That's the Point
There's a quiet anxiety spreading through engineering teams right now: Am I becoming dependent on AI...
#ai#productivity#career#engineering
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NovaSolver3d ago • 5 min read
Reynolds Number: The Single Ratio That Tells You How a Flow Behaves
Open a kitchen tap a crack and the stream is glassy and still — you can read print through it. Open....
#engineering#science#fluid
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NovaSolver2d ago • 5 min read
Pipe Pressure Drop: How to Size a Pump Before You Buy One
A facilities engineer once specified a transfer pump from the static lift alone — the height the...
#engineering#science#fluid
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NovaSolver1d ago • 5 min read
Reading the Centrifugal Pump Curve: How a Pump Finds Its Operating Point
A pump sitting on a test bench has no fixed flow rate. Connect the same pump to a short, wide pipe.....
#engineering#science#centrifugal#fluid
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