Meruzhan Danielyan

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Software failures aren’t new. What’s nee is how hard they are to explain once AI gets involved. Bugs didn’t disappear, the causal chain did. #SDD #SpecDrivenDevelopment #SoftwareEngineering #AI

Why do big companies love AI for prototyping but ban it in production? Because AI builds demos fast — not systems with context. When prod breaks, engineers debug code they didn’t author. That’s the real problem. #SDD #SpecDrivenDevelopment #SoftwareEngineering #AI #Context

Software isn’t slow anymore. Confidence is. AI killed the cost of writing code. It didn’t kill the cost of knowing if it works. That gap is where velocity breaks. #SDD #SpecDrivenDevelopment #SoftwareEngineering #AI #FutureOfWork

Spec-driven development is real. Not “coming soon.” Not “experimental.” It’s already here and our tooling hasn’t caught up. We’re writing intent, not code. But we’re still verifying like it’s 2016. That gap is where confidence breaks. #SpecDrivenDevelopment #SoftwareEngineering

Debugging AI-generated behavior with logs feels like: Trying to reconstruct a car accident
using only speedometer readings. #SoftwareEngineering #FutureOfWork #SDD #AIEra

Verification is how AI earns trust! #sdd #verification #SoftwareEngineering #FutureOfWork #AI

Shipping AI code without verification is gambling. #SoftwareDevelopment #specdrivendevelopment #sdd #aiverify #verification

Managers don’t want more dashboards. They want defensible answers:
- What broke?
- Who was affected?
- How bad is it? #SoftwareEngineering

AI didn’t just change how we write software. It broke the feedback loop that used to verify it. We now debug behavior we didn’t author, because code is generated, not built. That’s not a tooling gap.
It’s a verification gap. Every abstraction shift added safety.
AI will too.

Faster software needs stronger brakes #specdrivendevelopmeng #sdd

Nothing like airline “partnerships.” @united sells you a @lufthansa flight. Lufthansa flies you to Frankfurt. You try to pay for their lounge. Lufthansa: “Nope, United sold the ticket.” @staralliance : Together, but not that together. 🤷‍♂️

Starlink now active in Armenia!

@elonmusk This is overly simplified story. The truth is every power center has their own interest, but Russia uses hard power and undermines the will of the ppl of the countries they want to influence (read conquer). They use sticks while the west uses carrots, hence more attractive.

Interesting

🚀 Deep Lake 4.0 is here! We're super excited to announce: 🔥 2x cost-efficient queries with our new index-on-the-lake 🔍 Supports Lexical Search (BM25), Semantic Search (ANN) and Late Interactions (MaxSim in alpha) 🔄 Eventual consistency for seamless data handling. 🧩 No more dependencies aside NumPy 🛠️ A simpler API for smoother development including async support ... and so much more! Experience the future of data lakes today! #DeepLake #DataScience #BigData

We’re giving away 5 free tickets to our sold-out Founder's Night sponsored by @WeWork and @helpbnk this Tuesday at #LATechWeek! To enter, just follow us + @TechWeek_ and share this post! Founders Night Event 👉 lu.ma/gei8i8rl

Most of the @united flight from SFO got canceled after delaying 3-4 times. The line at the customer service counter is around 500 feet long if not longer. People are trying to rebook or get their luggages back… Total disaster.

🚀Octopulse AI is live on Product Hunt! Show some love through upvotes, comments, and shares! #OctopulseAI #AI #SaaS #GrowthHacking producthunt.com/posts/octopuls…

Octopulse AI: Octopulse is an AI Platform for Growth teams to maximize Activation,… producthunt.com/products/octop… via @producthunt

I'll pay $500/month to anyone who can build a usable MVP of this: founderculture.net/c/new-notewort…