Automation10 min read
Building an Autonomous Agentic Blog Pipeline
Upgrading manual blogging workflow into a fully autonomous agentic pipeline, the failures encountered, and the architecture that fixed them.
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GLM-5.2 Deep Dive: Z.ai's 744B MoE Model with 1M Context Window
AI/ML
An in-depth analysis of Z.ai's GLM-5.2 — the 744B parameter MoE model with 1M context window, dual thinking modes, and open weights under MIT license.
6 min read
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AI/ML10 min read
Gemma 4: Deep Dive into Encoder-Free Architecture and Local Agentic Capabilities
An in-depth analysis of the Gemma 4 model family, exploring its new encoder-free architecture, native tool calling, and local deployment requirements.
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Computer Vision12 min read
OpenCV 5.0: What Actually Changed and Why It Matters
OpenCV 5.0 rewrites the DNN engine, pushes ONNX coverage past 80%, runs VLMs natively, and drops the C API. A developer's take on what's real, what's promising, and where the gaps still are.
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AI/ML5 min read
From 2B to 31B: The Evolution of Google's Gemma Models
A deep dive into the architectural shifts, parameter sizes, and deployment challenges of the DeepMind Gemma family from V1 to V4.
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AI/ML13 min read
The Landscape of Small LLMs and VLMs (Under 12B)
A practical catalog of small language and vision models optimized for edge inference.
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AI/ML10 min read
LiquidAI Foundation Models (LFMs): A Master Guide to Efficiency by Design
LiquidAI's LFMs use a hybrid convolution+attention architecture to deliver faster inference and lower memory than pure transformers. Full model catalog, tier-by-tier benchmarks, and ecosystem trade-offs.
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About Me
Hey, I'm Kukil. This is my journal - a running log of the things I'm building, breaking, and occasionally understanding. If you like watching someone figure things out in real time, stick around. New posts whenever something interesting explodes(literally or figuratively).
I work mostly in AI/ML, embedded systems, and robotics. Posts tend to be project notes, experiments, and the occasional writeup when something finally clicks.
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Tech Fields I Explore
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AI/ML
Robotics
Microcontrollers
Automation
3D Printing
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