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Jul 1, 2026The ROI of SDLC: How Bob Orchestration of LLMs Makes Financially Sense (Part 1)
Part 1: A theorical implementation of LLM selection and orchestration Introduction One...
Jul 1, 20269 min read0 reactions0 comments
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Jun 13, 2026Prompt Injection 101-The Ghost in the Machine: Engineering a Modular Showcase for Indirect Prompt Injection
An introduction to prompt injection! TL;DR-Understanding Prompt Injection In classical...
Jun 13, 202617 min read0 reactions0 comments
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Jun 13, 2026Prompt Injection 101-The Ghost in the Machine- Engineering a Modular Showcase for Indirect Prompt Injection
An introduction to prompt injection! TL;DR-Understanding Prompt Injection In classical...
Jun 13, 202617 min read0 reactions0 comments
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Apr 30, 2026Mamba vs. Transformers: Architecture Comparison
My latest studies and understandings of Mamba versus Transformers! The Core...
Apr 30, 20265 min read1 reactions0 comments
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May 7, 2026Granite Guardian 🪨
A very short introduction on Granite Guardian 🛡️ What are LLM Guardians? An...
May 7, 20264 min read0 reactions0 comments
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May 20, 2026The Best Result This Week Was a Failed Prediction — Phase-3a Doesn't Transfer
Part 3 of the quantization series. Yesterday I tested whether Part 1's drift-inversion intervention...
May 20, 20261 min read0 reactions0 comments
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May 20, 2026Two Localizers, Both Wrong: Bounding a Quantization Cost That Wouldn't Close
Part 2 of the quantization series. Spent two days and $12 hunting for the right localizer after Part...
May 20, 20261 min read0 reactions0 comments
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May 20, 2026When the Sensitivity Metric Lies: A Drift-Inversion Smoking Gun in Mixed-Precision LLM Quantization
Spent the week reproducing a quantization bug that broke a quiet assumption underneath every...
May 20, 20268 min read0 reactions0 comments
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Apr 1, 2026Granite 🪨 4.0 3B 👓 Vision: Compact Multimodal Intelligence for Enterprise Documents is out and Bob built a UI to use it!
Creating a UI for the latest Granite Vision Model (using Docling)! Introduction IBM...
Apr 1, 202612 min read3 reactions0 comments
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Mar 17, 2026Granite 🪨 4.0 1b speech model is out and it’s dynamite 🧨
A Simple implementation of “ibm-granite/granite-4.0–1b-speech”! The Granite Bedrock: An...
Mar 17, 202618 min read3 reactions0 comments
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Jan 28, 2026Domain Specific Language Models Book Review
Feedback on “Domain Specific Language Models” from Manning.com I just wrapped up the latest...
Jan 28, 202611 min read0 reactions0 comments
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Dec 13, 2025My hands-on experience with Qdrant and Docling (and Ollama)
Using Qdrant for the first time! What is Qdrant? Qdrant is an open-source,...
Dec 13, 202511 min read0 reactions0 comments