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ARTIFICIAL INTELLIGENCE (201)DATA ENGINEERING (29)ENGINEERING MANAGEMENT (21)ENTERPRISE ARCHITECTURE (8)PRODUCT MANAGEMENT (20)SOFTWARE ARCHITECTURE (76)SOFTWARE DEVELOPMENT (65)

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blast-radius

Featured

Blast Radius Analysis in Multi-Repo Microservices: The Silent Operational Crisis That Tools Can’t Fix

The gap between microservices theory and reality leaves teams flying blind when changes ripple across distributed codebases. Here’s why even the best tooling fails, and what actually works.

#blast-radius#devops#impact-analysis...

AI Benchmarks

GLM 4.7’s Benchmarks Skyrocket, But Its Censorship and Real-World Gaps Raise Red Flags

While GLM 4.7 ranks #2 on Website Arena with impressive scores, users report increased censorship and skepticism about benchmark validity versus actual performance in coding and creative tasks.

#AI Benchmarks#censorship#GLM 4.7...

agents

The 4B Model That Embarrasses Claude Sonnet: Why Specialization Kills the ‘Bigger is Better’ Myth

DeepFabric’s fine-tuned Qwen3-4B achieves 93.5% tool calling accuracy, crushing Claude Sonnet 4.5 (80.5%) and Gemini Pro 2.5 (47%). Here’s how synthetic data, real tool execution, and domain focus rewrite the rules for cost-effective AI agents.

#agents#deepfabric#Fine-tuning...

llama.cpp

Ollama’s Cloud Pivot Is Quietly Eroding Local AI’s Privacy Promise

Growing community concern over Ollama’s integration of cloud-based and proprietary models, marking a departure from its original mission as a local, open model runner.

#llama.cpp#Ollama#privacy

Acquisition

Nvidia’s $20B Groq Grab: The Chip War’s Endgame Begins

Nvidia’s rumored acquisition of Groq for $20B would be the largest AI hardware deal in history, signaling aggressive consolidation in the AI chip race and raising serious questions about market competition.

#Acquisition#AI chips#Groq...

change-management

Excel to Database: The Migration That Looks Easy But Destroys Small Firms

Why 84% of data migrations fail, how a 30-person investment firm nearly collapsed during ‘simple’ Excel-to-database transition, and the counterintuitive strategy that actually works

#change-management#excel-migration#small-business

AI Inference

Google’s 2025 AI Research Just Killed the ‘Bigger is Better’ Mantra

How Google’s breakthroughs in sparse architectures, selective computation, and inference-first infrastructure are forcing a complete rewrite of the AI scaling playbook

#AI Inference#Gemini 3#Google Cloud...

clang

Your Compiler Is Quietly Rewriting Your Algorithms, And That’s a Problem

When aggressive compiler optimizations turn O(n) loops into O(1) formulas, the performance gains come with hidden risks for production systems.

#clang#compilers#debugging...

architectural-theory

The Geometric Heresy: Why Your 2,000-Pattern Architecture Catalog Is Just Five Shapes in a Trench Coat

A provocative deep-dive into the radical theory that all software architectures derive from five elementary geometries, and what that means for the future of system design.

#architectural-theory#design-patterns#metapatterns...

automation

Salesforce’s 4,000-Person AI Bet Blows Up: When Agent Automation Meets Cold Hard Reality

Salesforce executives admit they were too confident in AI agents after laying off 4,000 employees, revealing the gap between LLM hype and enterprise operational demands.

#automation#layoffs#salesforce

benchmark

When Open-Source LLMs Play Civilization V, They Turn Into Warmongering Communists

Researchers ran 1,408 full Civilization V games with OSS-120B and GLM-4.6. The results reveal surprising strategic biases, emergent playstyles, and the real cost of LLM-driven gameplay.

#benchmark#Civilization V#LLM...

benchmarks

The 1B-Parameter Insurrection: Maincoder-1B’s 76% HumanEval Score Challenges AI’s Bigger-Is-Better Orthodoxy

A tiny Australian startup just proved that scaling laws aren’t destiny. Their 1B-parameter coding model achieves best-in-class performance on HumanEval, forcing a reckoning with our obsession over parameter counts.

#benchmarks#code-generation#language-models...