#cognitive architecture
1555 related articles
·4 min
How Theo Rewrote His AGENTS.md to Double AI Coding Efficiency
T3 founder Theo shares how rewriting AGENTS.md and Skills configs doubled his AI coding output, covering trigger design, contrastive examples, and behavioral auditing.
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·3 min
The Five-Step AI Coding Method: Mastering Agents Like an Engineer
Matt Pocock's AI coding methodology: a five-step delivery system (Interrogate, Spec, Tickets, Implement, Review) with context management techniques to master any AI coding agent.
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·3 min
Cursor Turning from IDE into a Chatbot? Why Developers Miss the Old Experience
Cursor is shifting from an AI-enhanced code editor toward conversational Agent mode, sparking developer backlash. We analyze why more powerful AI may sacrifice the IDE experience developers loved.
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·5 min
The Complete Guide to Pi Agent: How Four Tools Beat Codex and Claude Code
Deep analysis of Pi programming Agent's minimalist design: just four tools and a 1000-token prompt outperform Codex and Claude Code in speed, cost, and code quality.
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·3 min
Getting Started with Codex and Claude Code: A Beginner's Guide to AI Coding Agents
A detailed guide to Codex and Claude Code AI coding agents: core differences, target users, and beginner learning paths. From concepts to environment setup for zero-experience users.
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·4 min
Text Attitude Analysis: A Practical NLP Guide from Sentiment to Cognition
A deep dive into the ABC model for text attitude analysis, covering valence judgment, fine-grained emotion recognition, and cognitive belief extraction with VADER, RoBERTa, NRC Lexicon, and LLM tools.
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·2 min
T3 Code: Orchestrating Multiple AI Coding Agents to Work as a Team
T3 Code is an open-source AI coding workbench that orchestrates multiple Agents like Codex and Claude Code to collaborate on the same project with defined roles for development and code review.
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·3 min
The Blind Spot of AI Code Factories: The Quality Crisis Behind the Speed
AI programming tools have accelerated code generation, but a quality crisis is silently spreading. This article examines the missing QA steps in AI code factories and how to balance speed with quality.
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·2 min
Berd: A Deep Dive into the Open-Source Mac Desktop AI Agent Workspace
Deep dive into Berd—an open-source Mac desktop AI Agent app with project management, skill configuration, multi-model support, and local context access for engineers and builders.
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·3 min
Why AI Chatbots Are So Verbose: Causes and Solutions
Explore why ChatGPT, Claude and other LLMs give verbose answers — from RLHF length bias to defensive expression — plus practical solutions via prompt engineering and product design.
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·4 min
Implementing GRPO from Scratch: A Detailed Guide to Hand-Coding Reinforcement Learning in PyTorch
A detailed guide on implementing GRPO from scratch in pure PyTorch, covering group sampling, advantage normalization, probability ratio clipping, KL constraints, and more—runnable on consumer GPUs.
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·3 min
Getting Started with Claude Code from Scratch: A Practical Beginner's Guide to Terminal Agents
A detailed guide to Claude Code terminal Agent's core advantages and technology choices, comparing terminal vs. device Agents to help beginners get started with AI coding using Claude Code and DeepSeek.
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·2 min
Why AI Amplifies the Value of Junior Engineers Rather Than Replacing Them
AI coding tools aren't replacing junior engineers—they're amplifying their growth value. This article analyzes how AI redefines junior developers' value through marginal gains, mentorship effects, and team leverage.
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·3 min
LangChain4j No AI Agent in Practice: Agent Architecture Without Accessing LLMs
Deep dive into LangChain4j No AI Agent implementation: inline tool methods as plain Java methods to avoid costly, slow high-frequency LLM calls in Agent systems.
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·3 min
AI Novel Writing: The Dual Countdown Method for Solving the Sagging Middle Problem
Struggling with a sagging middle in your novel? The Dual Countdown Method uses conflicting public and private deadlines, four-item cards, and a pause test to systematically solve mid-section pacing problems in long-form fiction.
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·4 min
Aloud: A macOS Tool That Turns Voice Feedback into AI Coding Tasks with One Click
Aloud is a macOS tool that converts spoken feedback into executable tasks for Claude Code, Cursor, and Codex. With voice recording, screenshots, and AI intent rewriting, it solves inefficient developer requirements expression with fully local speech recognition.
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·2 min
Blume Documentation Framework: A New Markdown-First, AI-Ready Option
Blume is an AI-ready Markdown documentation framework built on Astro and Vite, offering full-text search, theming, SEO optimization, and one-command deploys.
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·3 min
Skriptr: A Deep Dive into the AI Learning Workspace That Won't Do Your Homework
Skriptr is an AI workspace for students featuring traceable citations, Socratic questioning, and preserved thought ownership. A deep dive into its features, philosophy, and differentiation from Notion AI and Perplexity.
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·5 min
From AI to Large Models: Understanding the Conceptual Landscape and Technological Evolution of Artificial Intelligence
Understand how AI, machine learning, deep learning, large models, and generative AI relate to each other. From Deep Blue to ChatGPT, learn how Transformer architecture gave rise to LLMs.
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·4 min
Reframing Low-Resource Machine Translation with POMDP: Designing a Bengali Translation Agent
Explore how POMDP remodels low-resource machine translation for Bengali, combining MBR decoding and active disambiguation to tackle ambiguity, code-mixing, and speech noise.
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