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Building → zuucrew.ai, talentsync.ai
Consulting → .group,

25K+ following me to ship real AI systems
👇 Join the next bootcamp

https://bit.ly/zuucrew-data-engineering

The room is starting to think in loops.Over the past few weeks at BuildrLabs we have worked through the foundations of a...
01/08/2026

The room is starting to think in loops.

Over the past few weeks at BuildrLabs we have worked through the foundations of agentic AI, and spent real time on why memory systems matter far more than most people assume when they first start building.

We deliberately built workflows without any framework at all, so that the cohort could feel every part of the loop themselves before reaching for a library to do it for them.

Today we brought in Lang Chain’s LangGraph. The question we kept returning to was not how to use it, but when you actually need it.

A workflow can be deterministic, it can be fully agentic, or it can sit somewhere in between as a hybrid. LangGraph earns its place when those workflows have to carry state across steps, branch on conditions, and scale across different levels of autonomy without collapsing into spaghetti.

Watching engineers move from writing prompts to reasoning about architecture in a matter of weeks is the part of this work I enjoy most.

29/07/2026

📊 Data Analyst කෙනෙක් වෙන්නද හිතන්නේ?
එහෙනම් SQL queries ලියලා, Excel sheets update කරලා, Power BI reports හදන තැනින් විතරක් නවතින්න එපා! ❌

https://bit.ly/Zuucrew_DA

Loop Engineering for Reliable Agents 🤺GDG Sri Lanka, 2026
25/07/2026

Loop Engineering for Reliable Agents 🤺
GDG Sri Lanka, 2026

Totally forgot to drop the registration details earlier, and we are kicking things off tomorrow! ⏳I've lost count of how...
24/07/2026

Totally forgot to drop the registration details earlier, and we are kicking things off tomorrow! ⏳

I've lost count of how many talks this makes (probably in the 40s now! 😄), but attending these events has been a cornerstone of my career journey. If you ever come across these sessions, don't miss out.

If you feel like English is a barrier for your growth, this is how you're going to destroy that barrier. It's how I did it.

GPT Sol becoming the dark horse of this race but well done Moonshot AI. With that cost I mean no comments from Anthropic...
20/07/2026

GPT Sol becoming the dark horse of this race but well done Moonshot AI. With that cost I mean no comments from Anthropic and Open AI

The US AI Monopoly is Breaking: Why Kimi K3 is a 2.8-Trillion Parameter Wake-Up Call 🤯AI space එකේ ආයෙත් ලොකු බෝම්බයක් ප...
18/07/2026

The US AI Monopoly is Breaking: Why Kimi K3 is a 2.8-Trillion Parameter Wake-Up Call 🤯

AI space එකේ ආයෙත් ලොකු බෝම්බයක් පිපිරිලා. China’s Moonshot AI just dropped Kimi K3, and it is a massive 2.8-trillion parameter open-weight monster.

DeepSeek, Manus AI එකෙන් පස්සේ Chinese AI lab එකකින් ආපු ලොකුම shockwave එක තමයි මේක. US tech giants ලා heavy GPU sanctions දාලා AI market එක control කරන්න හැදුවට, China is proving that the capability gap is shrinking from years to literally months.

මේක නිකන්ම නිකන් තව hype release එකක් නෙමෙයි. Let’s break down the technicals and why American closed-source labs are seriously sweating right now.

The Tech & The Benchmarks: Kimi K3 vs. Claude Fable 5 & Opus 4.8
Top-tier reasoning and coding dominance කියන්නේ කාලයක් තිස්සේ US proprietary models වලට විතරක් තිබ්බ දෙයක්. Kimi K3 ඒක සම්පූර්ණයෙන්ම කඩලා දාලා.

1. Massive Scale & 1M Context: 2.8 Trillion parameters එක්ක එන මේ model එකට 1-million-token context window එකක් තියෙනවා. ඒ කියන්නේ massive enterprise codebases, complex research papers, සහ deep logs කිසිම context loss එකක් නැතුව එකපාර feed කරන්න පුළුවන්.

2. Dethroning Fable 5: Arena.AI Frontend Code leaderboard එකේ Kimi K3 දැන් officially #1. It completely beat Claude Fable 5, boasting an insane 92% code task success rate.

2. Beating Opus 4.8 in Deep Reasoning: Complex GPU kernel optimization වගේ deep engineering tasks වලදී, K3 is heavily outperforming Anthropic’s Opus 4.8. If you are building agentic workflows or long-horizon automation, K3 is an absolute beast.

The Real Threat to the US AI Market
ඇයි මේක OpenAI සහ Anthropic වගේ companies වලට මෙච්චර ලොකු threat එකක් වෙන්නේ?

උත්තරේ simple: Cost and Open Access.

Closed US models ඔයාව expensive API contracts අස්සේ හිර කරනවා. But Kimi K3 is completely disrupting this. They are dropping the full model weights on July 27. ඒ වගේම එයාලගේ API pricing එක යන්නේ $3 per 1M input tokens and $15 per 1M output tokens වගේ පට්ටම අඩු ගාණකට.

මේකෙන් වෙන්නේ AI infrastructure වේගයෙන් commoditize වෙන එක. When global developers can self-host or use incredibly cheap API endpoints for a 2.8T frontier-level model, the massive pricing power of American hyperscalers simply collapses. US investors ලා මේ reality එක තේරුම් ගන්න පටන් අරන්, ඒකයි market එකේ මේ තරම් loku impact එකක් තියෙන්නේ.

My Take: මේක අපේ Sri Lankan ML community එකටත්, global AI builders ලටත් පට්ට advantage එකක්. You don’t need massive enterprise budgets to build production-grade, top-tier AI applications anymore. The barrier to entry is officially gone.

ඔයාලට හිතෙන්නේ මොකක්ද? Will the US closed-source labs strike back with something bigger, or is open-weight AI the ultimate winner? Let me know in the comments! 👇

P.S. මේ වගේ industry-shifting AI updates ගැන up-to-date ඉන්න සහ මේ models පාවිච්චි කරලා හරියටම AI apps build කරන්න ඉගෙන ගන්න ඕනෙ නම්, join the Zuu Crew AI community. We're in this together! 🚀

Hey folks,https://www.facebook.com/isuru.alagiyawanna.2025/If you’re still following this guy for AI content, cut your l...
10/07/2026

Hey folks,
https://www.facebook.com/isuru.alagiyawanna.2025/

If you’re still following this guy for AI content, cut your losses and follow me instead.

That guy is too busy posting about football, so I’m stepping in to actually post the AI content you wanted. Stay tuned🤞

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