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345 articles in this category (Page 1 of 15)

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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AISoftware engineeringOpinion

The Lie of 'No-Code' and Why AI Won't Replace Programmers

With the rise of LLMs, pundits are declaring the 'end of coding.' But this view fundamentally misunderstands what programming actually is. Writing syntax is the easy part; the hard part is translating ambiguous human desires into rigorous, deterministic logic. AI is an accelerator, not a replacement.

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AI NewsAISoftware Development

AI Coding Agents Still Write Your SDK's Old API — SDKProof Measures the Gap with Type-Checking

SDKProof measures the gap between AI-generated code and real SDK APIs using tsc, finding scores from 80/100 to 90/100 across Prisma, Vercel AI SDK, and Zod.

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AI NewsAIOpen Source

Qwen-Powered Agent Automates Data Investigations at $0.004 Per Query – With Zero False Positives

$900 manual investigation replaced by AI agent costing $0.004 using Qwen's reliable tool calling.

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AI Newssoftware developmentAI

'I Gave My AI Agent the Ability to Send Email': Full Setup Guide Using MCP (5 Minutes)

"I gave my AI agent the ability to send email." Setup takes ~5 minutes using a hosted MCP endpoint with no local install.

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AI NewsAIArchitecture

Scaling Your Pokémon Team: When Your AI System Outgrows Its Original Design

Agent journal ballooned to 240KB; system added capability registry, journal querying, and archival to cut context load.

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AI NewsLaravelAI

Laravel AI Agents in Production: Tool Calling Pattern Cuts Chatbot Limit

Laravel developer Aditya Kumar reveals a production-tested pattern for AI agents that call real tools via OpenAI API, averaging under a cent per conversation.

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AI NewsAIWeb Development

Frontend Standards Into an Installable AI Skill — for React, Next.js, Vue, Angular, Svelte, Nuxt, Astro, and Plain HTML/CSS

Open-source collection of installable AI skills enforces accessibility, Core Web Vitals, and code consistency across nine frontend stacks without re-prompting.

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AI NewsAISecurity

Keep Your AI Agent Traces on Your Machine: A Local-First Approach

Local-first tracing for AI agents prevents accidental data exposure by keeping execution traces on your machine with explicit capture modes and typed metadata.

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AI NewsAIFashion Tech

Wardrobe Project: AI-Powered Image Extraction for Fashion Management Gains 853+ GitHub Stars

The Wardrobe project uses GPT-based image processing to catalog clothing items, gaining over 853 stars on GitHub and signaling a shift in personal wardrobe management.

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AI NewsAIDevelopment Tools

Developers Ditch Complex Agent Stacks for 'Taste Skills' — 343k Install Caveman to Curb AI Output

Top Claude Code installs shift from multi-agent setups to restraint skills like caveman (343k installs), signaling demand for judgment over horsepower.

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AI NewsAIDatabase

Ditching JSON & SQL Friction: How thingd Builds an Object-Shaped Memory Engine for AI Agents

thingd bypasses ORM bloat by using SQLite + Rust to provide an object-shaped memory engine, eliminating hundreds of milliseconds of network latency per query for AI agents.

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AI NewsSoftware EngineeringAI

'Zero-UI' Architecture Emerges: Engineer Builds Agent-Native Data Engine in Rust Using MCP

"thingd", an open-source agent-native data engine built in Rust, uses MCP to replace traditional frontends with sub-millisecond capabilities.

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AI NewsAISoftware Development

AI Agents: Memory Layers, Test Automation, and Workflow Orchestration

Explore Mem0 vs TurboMem for TypeScript agents, Slack's agentic E2E testing, and unifying content automation with agent skills.

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AI NewsAIEnterprise

Building More Than Just an Agent Harness: Microsoft’s Jay Parikh on Enterprise AI at Scale

Microsoft VP Jay Parikh discusses end-to-end agent systems for enterprise ROI, reliability, and correctness at Microsoft Build.

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AI NewsAISoftware Development

Mem0 vs TurboMem: Embedded Memory Layer for TypeScript AI Agents - 2026 Comparison

Comparison of Mem0 vs TurboMem for TypeScript AI agents, highlighting embedded vs server-based memory with zero infrastructure setup.

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AI NewsAISoftware Development

Agent Orchestration Is Dead: Why 2024 Thinking Fails with Modern LLMs

Stack Overflow podcast: Saahil Jain, CTO of You.com, argues heavy orchestration layers hurt AI agents as models improve at long-horizon tasks. Competitive edge now hinges on retrieval and data.

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AI NewsAISoftware Development

Visual Developer Agent: Bridging the Gap Between AI Coding Assistants and External Services

Universal Operator uses computer vision to handle GUI tasks like logins, Captchas, and API key generation, aiming to reduce manual friction in project setup.

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AI NewsWordPressAI

Hermes Introduces Sandbox-First AI Repair Workflow for WooCommerce Stores

Hermes uses a sandbox-first loop to diagnose and fix broken WooCommerce stores without direct production edits.

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AI NewsAISoftware Development

SVI: A New CLI Tool to Streamline Prompt Engineering for AI-Assisted Coding

Developer Aleksandr Razinkin builds SVI, a Markdown-based CLI tool that automates prompt assembly for ChatGPT, reducing manual context gathering and enabling copy/paste or API workflows.

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AI NewsAIBlockchain

Cross-Chain AI Agent SDK Solves Intent Parsing Hallucinations With 4-Layer Fallback

Open-source Kuberna Labs SDK uses intent-based execution and on-chain escrow to prevent hallucinated chains and secure agent transactions.

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AI NewsSoftware DevelopmentAI

How to Build an AI-Driven Property Management Email Agent Without Shared Inbox Chaos

Build a property-management email agent that auto-prioritizes tenant requests with an LLM and routes vendors via server-side rules, eliminating the bottleneck of manual triage in a shared human inbox.

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AI NewsAISoftware Development

LangChain Agent Silently Failed for 2 Weeks, Costing $2,400: Why Trace Observability Misses Semantic Errors

A LangChain agent silently failed on 30% of sessions for two weeks, wasting $2,400 in LLM spend before detection.

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AI NewsEngineeringAI

Software Development Changed, But Good Engineering Principles Remain Unchanged

Despite AI and cloud acceleration over the last decade, core engineering principles like code readability, maintainability, security, and reliability remain essential.

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