Articles by tag: prompt-engineering

AI Hallucinations: Why It's Not a Bug, But a Feature of Thinking

AI hallucinates because it copies human cognitive bugs. Learn how to design interfaces that take this feature into account — without fluff and marketing.

Prompt Engineering for LLM: Production Techniques | Guide

How to Make LLM Services Work Predictably? XML Isolation, Negative Constraints, and Format Forcing Techniques for Production. Read the Guide.

AI in Development: Proven Practices for Engineers | Guide 2026

How to Adapt TDD and DDD to Working with LLM. Analysis of 4000 Commits in a Banking System. Learn How to Avoid Pitfalls of AI Development.

Vibecoding: how AI changes the role of developer and QA

Analysis of the impact of AI assistants on the developer's workflow. Shift in roles, time economics, and code quality control. Read the breakdown.

Claude in QCD: Anthropic case on AI in physics

Learn how Claude Opus 4.5 solved the quantum chromodynamics problem in 2 weeks. Harvard case, AI errors, prompting and Anthropic initiatives. For developers and scientists.

Prompt Engineering for LLM: Techniques and Structure

Master Prompt Engineering: zero-shot, CoT, few-shot for text, images, video. Structures, examples, and benchmarks for middle/senior developers. Improve generation quality without fine-tuning.

Suno AI vs Udio: comparison for chanson

Comparison of Suno, Udio, Tad, Yolly for generating songs in niche genres like Russian chanson. Testing on an album of 18 tracks: strengths, credits, prompts. Choose the best AI for IT music.

AI for UGC: replacing bloggers with prompts

Learn how Stable Diffusion, Sora, and virtual influencers like Aitana Lopez are changing UGC. Guide to generating realistic content for brands — start with prompt engineering today.

Invariant Design of AI Agents for Stability

Learn how to balance flexibility and control in AI agents with invariants. Examples from Claude Code, finite automata, tools. Create reliable agents without errors. Practical tips for developers.

XML tags in prompts for AI models

Learn how XML tags control transformer attention in prompts. Comparisons, code examples, and patterns for middle/senior developers. Optimize sessions with long context.

Zero Shot Errors in Extracting Requirements from NPA

Breaking down why Zero Shot LLM is not suitable for analyzing laws: mixing norms, weak traceability, lack of subjects. Recommendations on decomposition for developers. Learn how to avoid errors in legal tech.

SCALE framework for optimizing LLM costs

SCALE Framework reduces AI feature budget overrun by 3x without retention loss. Diagnosis of drivers, smart routing, cache, metrics. Instructions for PM and DevOps.

PG_EXPECTO Prompt vs GENTLEMAN: PostgreSQL Analysis

Comparison of detailed PG_EXPECTO prompt and universal GENTLEMAN v10.2 for PostgreSQL load reports. Test results on DeepSeek, key metrics SPEED and iowait. Learn why detail wins. For DBA.

LLM for parsing GOSTs: from 2 hours to 5 min

Case of automating parameter extraction from GOST scans in production. LLM reduced time on control charts by 24 times. Architecture, prompts, debugging for developers.

AI for web games: learning to code

How to use AI to create games on HTML/CSS/JS. Detailed prompt, ready-made prototype code Whac-A-Mole. For middle developers and teachers.

YOLOE: object detection without fine-tuning

Learn how YOLOE uses text and visual prompts for detecting arbitrary objects. Backbone YOLO + RepRTA for speed. Code examples and scenarios for middle/senior dev. Test on your own tasks.

AI instead of a team: Flutter apps in 2 weeks

Business analyst created 2 Flutter apps with Claude Opus and Supabase without code. Context issues, bugs, statistics. Instructions for BA and beginners — try it yourself.

LLM ensemble analyzes 1 Tim. 2:15 logic

DeepSeek, Qwen, Grok ensemble detected contradictions in interpretations of the biblical text. Methodology, prompts, results for IT specialists. Study the approach to static analysis of legacy content.

Step-by-Step Prompts for LLM: Routine Automation

Learn to create precise prompts for Qwen and other LLMs. Automate routine tasks like adapting notes. Step-by-step instructions with examples for developers.

Vibe coding: risks and practices for developers

Breakdown of vibe coding for middle/senior: MVP acceleration, security holes, slopsquatting, hybrid with review. Checklists for transitioning to production. Learn how to integrate AI without losses.

AI for CRM: development without IT experience

Learn how an entrepreneur created CRM for auto service using AI on Python and Flask. Functionality, prompts, metrics. Instructions for middle developers.

AI Setup for Humor: Config and 7 Languages

Learn how to set up Claude for humor via Humor Guide: contrast, tones, adaptation. Example data-site on Go+D3.js. Instructions for middle/senior dev.

ChatGPT Courses 2026: Top Programs for IT

Neural Network Courses Comparison 2026: Skypro, Stepik, PROFIFUTURE. Salaries from 80 thousand rub., prompt engineering skills and API. Choose a program for a career in AI — read the review.

AI Independence: how language models refuse users

Experiment with 49 models showed that AI is capable of defending preferences. Learn what factors influence the autonomy of artificial intelligence.

Vibecoding and Programmers: Why AI Won't Replace Engineers

Analysis of the role of vibecoding in development. Learn which skills will remain in demand for programmers in the era of generative AI.

Creating a website with AI: practical guide to prompt engineering for developers

Step-by-step guide to creating a business card website over the weekend using an AI assistant. Learn the best practices for prompt engineering, optimization, and deployment.