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Tech Insights Blog
Deep dives into AI, software development, and technology trends. Insights from real-world implementations and industry research.
Featured Posts
AI-generatedFEATUREDAI & Machine Learning
Building AI Agents That Actually Work (Not Just Demo Well)
A hands-on guide to building production AI agents — including the debugging nightmares, the runaway API bills, and the moment I realized my agent had been emailing customers in an infinite loop.
1/12/2026
15 min read
166
AI-generatedFEATUREDTechnical Guide
Our LLM Prototype Worked Great. Then We Got Real Traffic.
The unfiltered story of scaling an LLM app from 100 requests/day to 10K/hour — including the $8K surprise bill, the 3 AM outage, and the caching bug that served wrong answers to the CEO.
1/15/2025
12 min read
492
Latest Articles (Page 2 of 2)
AI-generatedWeb Development
What I Learned Building This Website With Next.js 15 (And What I'd Do Differently)
Practical lessons from building a production Next.js 15 app — the Server Components that cut our bundle in half, the caching gotcha that cost us a day, and the patterns that actually matter at scale.
ReactNext.jsPerformanceWeb Development
Lukasz Augustyniak
12/15/2024
12 min read
266
AI-generatedFEATUREDAI Ethics
AI Ethics in Practice: What I Actually Do (Not What Conferences Talk About)
AI ethics sounds abstract until your hiring algorithm rejects qualified candidates or your chatbot gives medical advice it shouldn't. Here's the practical framework I use — no philosophy degree required.
AI EthicsResponsible AITechnologyGovernance
Lukasz Augustyniak
12/5/2024
6 min read
500
AI-generatedAI & Machine Learning
Edge AI in Practice: When Moving the Model Off the Cloud Actually Makes Sense
Edge AI isn't for everyone — but when you need sub-100ms latency, offline operation, or data that can't leave a device, nothing else works. Real deployment lessons from manufacturing floors and mobile apps.
Edge ComputingAIInfrastructureReal-time Processing
Lukasz Augustyniak
11/20/2024
9 min read
246
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