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292 articles in this category (Page 1 of 13)

PythonLLMAI

Codexity Part 6: Small Model Inference with llama-cpp-python

Run a quantized 7B model locally to generate cited answers from scraped web content. Choose between Qwen, Mistral, Phi, and Llama models. Build prompts that make small models behave like large ones.

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PythonAILLM

Codexity Part 2: Query Rewriting with LLMs

A user types a vague question. The query rewriter transforms it into targeted search queries using a local LLM. We cover intent classification, query decomposition, and prompt engineering that actually works with small models.

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NewsAIMicrosoft

Microsoft Build 2026: MSFT tries to fork the AI stack, announces MAI models, an Agent OS, and native Coreutils for Windows (Goodbye WSL?)

A breakdown of the major announcements from Microsoft Build 2026, including their new MAI models for AI independence, a custom OS for agent workloads, and developer-focused improvements to Windows 11.

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PythonAISearch

Codexity Part 1: Architecture of an Answer Engine

The first chapter in a series on building a Perplexity-style answer engine from scratch in Python. We lay out the full architecture, set up the project skeleton, and understand every component before writing a single line of business logic.

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TechnologySoftware - InfrastructureAI

Microsoft Corporation (MSFT) Financial Prediction Report

Quantitative analysis of MSFT based on financial data and recent news. Strong bullish sentiment, robust fundamentals, and near-term catalysts support an increase prediction over a 5-day horizon.

MSFT
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AI NewsSoftware EngineeringAI

Building PC Workman: A Local AI System Monitor in Python

Marcin Firmuga develops PC Workman 1.7.6, a local AI-powered system monitor featuring 48,081 lines of Python code and 82 AI intents.

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TechnologySoftware - InfrastructureAI

Microsoft Corporation (MSFT) – Short-Term Bullish Prediction

Microsoft is poised for a near-term upward move driven by imminent technical catalysts (golden cross, breakout above $435) and the upcoming Build event, supported by strong fundamentals and bullish analyst sentiment.

MSFT
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TechnologyStocksAI

Alphabet Inc. (GOOGL) May 26, 2026: 5-Day Increase Prediction with 7/10 Confidence on AI Developer Event

Bullish analyst upgrades and an imminent developer event showcasing next-gen Gemini AI features drive a 5-day increase prediction for GOOGL.

GOOGL
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TechnologySoftware - InfrastructureAI

MSFT: AI-Fueled Growth vs. Smart Money Exodus – A 21-Day Outlook

Microsoft exhibits robust fundamental momentum driven by AI and cloud acceleration, with Q3 FY2026 results beating estimates and guidance pointing to further Azure growth in H2 2026. The stock trades at $412.59, well below the average analyst target of $560.63, implying significant upside. However, recent exits by prominent hedge funds introduce a cautionary note, and the RSI remains neutral. Over a 21-day horizon, the weight of fundamental catalysts and analyst sentiment favors an increase, but confidence is tempered by the institutional selling contradiction.

MSFT
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AI NewsAICI/CD

Optimizing CI/CD Costs: A 50-Line Workaround for Claude's June 15 Pricing Split

Maintain subscription-based billing for automated tasks using a 50-line Python script that bypasses the June 15 API pricing split for Claude CLI.

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AI NewsAISoftware Engineering

Interfacing 3D Printers with LLMs: Building a Secure MCP Server for the Flashforge AD5M

Engineer Nic Lydon developed kiln-mcp, a TypeScript server bridging Claude to a 3D printer via dual HTTP and legacy TCP APIs, featuring local image-to-STL generation.

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AI NewsAIDevOps

Governing AI Agents: Why Contenox Treats LLMs as Operating-System Subjects

Contenox is a local-first Go runtime that replaces brittle AI prompts with deterministic policy enforcement to secure infrastructure and APIs.

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AI NewsAIDevOps

Bridging the Gap: Why Local LLMs Fail Real-World Terminal Agent Tasks

Discover why local LLMs with high leaderboard scores fail in terminal environments and how to build an agentic eval harness to fix performance gaps.

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AI NewsAISoftware Engineering

Engineering Safe AI Agents: Why the First Paid Call Must Be Boring

Reduce AI agent risk by implementing five boring constraints—routes, budget owners, credential rails, denied neighbors, and receipts—before scaling spend.

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AI NewsAIMachine Learning

Understanding Reinforcement Learning with Neural Networks Part 6: Completing the Reinforcement Learning Process

Complete a neural network's reinforcement learning training cycle by using inputs between 0 and 1 to stabilize model bias at -10.

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AI NewsAISecurity

Beyond Container Isolation: Securing AI Email Agents with Least Privilege

Learn why mailbox permissions and draft-only flows are more critical for OpenClaw security than Docker isolation to prevent prompt injection incidents.

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AI NewsAIDevOps

The Hidden Infrastructure Costs of Self-Hosting AI Agents on Local Hardware

Lars Winstand evaluates self-hosting AI agents like OpenClaw on mini PCs, finding that maintenance tasks and browser instability often outweigh hardware savings.

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AI NewsAIObservability

Observability and the Decline of Human Intuition in AI-Driven Development

AI-driven coding is accelerating development cycles while simultaneously eroding developer intuition and complicating production operations.

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AI NewsAIInfrastructure

Why Local AI Infrastructure is Replacing Cloud Analytics for Enterprise Compliance

Cloud AI analytics create compliance risks under GDPR and KVKK by processing sensitive ERP and financial data externally. Local AI solves this by keeping data internal.

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AI NewsAIMachine Learning

Optimizing Policy Gradients: Calculating Step Size and Rewards in Neural Networks

Learn how to calculate step size and update bias in reinforcement learning models using a reward-weighted derivative, illustrated by a hunger-based action model.

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TechnologyAIMarkets

Alphabet Inc. (GOOGL) 5-Day Outlook: Google I/O Catalyst Meets Overbought Technicals

Alphabet faces a critical 5-day window as the highly anticipated Google I/O event clashes with overbought RSI levels.

GOOGL
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AI NewsAISEO

Beyond SEO: A Developer’s Guide to AI Search Analytics in 2026

AI search visibility has diverged from SEO, requiring developers to track prompt coverage and citation quality across ChatGPT and Gemini.

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AI NewsAICybersecurity

I built a local Rust MCP security proxy for AI agents

Armorer Guard provides local Rust-native security for AI agents, scanning MCP tool calls with 0.0247ms latency to block prompt injection and credential leaks.

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AI NewsAIDevOps

Beyond Logging: Implementing Declarative Contracts for LLM Agent Reliability

DEED introduces a declarative contract layer for LLM agents to prevent state drift and failures by enforcing pre-conditions and post-conditions at runtime.

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