Ιστολόγια

DeepSeek V4 Long-Context Prompting: Patterns for Entire Codebases

DeepSeek V4 Long-Context Prompting: Patterns for Entire Codebases

Master 1M token prompting for DeepSeek V4. Chunking patterns that preserve code dependencies.

2026-03-03

DeepSeek V4 Tool Calling: Function Schemas and JSON Mode Guide

DeepSeek V4 Tool Calling: Function Schemas and JSON Mode Guide

Prepare for DeepSeek V4 tool calling. Function schemas, JSON mode, and retry patterns based on current APIs.

2026-03-03

Why AI Coding Tools Stop Working at Scale?

Why AI Coding Tools Stop Working at Scale?

Single AI coding tools work great for small tasks — until they don't. Here's where they break and what comes next.

2026-03-02

How to Build an AI Agent with DeepSeek V4

How to Build an AI Agent with DeepSeek V4

Build a production AI agent with DeepSeek V4: tool calling, ReAct loop, memory, LangChain integration. Tested code included.

2026-03-02

DeepSeek V4 Architecture: MoE & Latent Attention Explained

DeepSeek V4 Architecture: MoE & Latent Attention Explained

Deep dive: DeepSeek V4 Mixture-of-Experts design, Multi-Head Latent Attention, training data and compute cost vs GPT-4.

2026-03-02

DeepSeek V4 API: Rate Limits, Auth & Quickstart

DeepSeek V4 API: Rate Limits, Auth & Quickstart

DeepSeek V4 API setup guide: get API keys, understand rate limits, Python & JS quickstart, streaming, and error handling. 2026.

2026-03-02

DeepSeek V4 Context Window: 128K vs 1M Tokens

DeepSeek V4 Context Window: 128K vs 1M Tokens

DeepSeek V4 context window explained: V3 128K vs V4 1M tokens, competitor comparison, real-world limits, and long-context pricing.

2026-03-02

DeepSeek V4 Version History: V3 → V3-0324 → V4 Timeline (2026)

DeepSeek V4 Version History: V3 → V3-0324 → V4 Timeline (2026)

Every DeepSeek release tracked: V3, V3-0324, V4. What changed, performance deltas, and migration checklist for developers.

2026-02-28

DeepSeek V4 Benchmarks: MMLU, HumanEval & SWE-bench

DeepSeek V4 Benchmarks: MMLU, HumanEval & SWE-bench

DeepSeek V4 benchmark scores: MMLU, HumanEval, SWE-bench vs GPT-4o, Claude Opus, Gemini Ultra. Independent results. Updated 2026.

2026-02-28

DeepSeek V4 Parameters: 671B MoE Architecture Explained

DeepSeek V4 Parameters: 671B MoE Architecture Explained

DeepSeek V4 has 671B total parameters with 37B active MoE. Learn what that means for speed, cost, and performance vs competitors.

2026-02-28

DeepSeek V4 vs R1: Which Model Should You Actually Use?

DeepSeek V4 vs R1: Which Model Should You Actually Use?

DeepSeek V4 vs R1 compared on benchmarks, pricing, context window, and real use-case fit. Find out which model wins for your workflow.

2026-02-28

MaxClaw Not Working? 8 Common Fixes (2026)

MaxClaw Not Working? 8 Common Fixes (2026)

Troubleshoot the most common MaxClaw errors — installation failures, agent crashes, memory bugs, and performance issues.

2026-02-28

MaxClaw vs OpenClaw: Which AI Agent Should You Use? (2026)

MaxClaw vs OpenClaw: Which AI Agent Should You Use? (2026)

Side-by-side comparison of MaxClaw and OpenClaw — architecture, privacy, automation, and who each tool is best for.

2026-02-27

MaxClaw Memory & Automation Features Explained (2026)

MaxClaw Memory & Automation Features Explained (2026)

A deep dive into MaxClaw's memory system, scheduled tasks, and browser automation — for both everyday users and developers.

2026-02-27

How to Install MaxClaw: Complete Beginner Guide (2026)

How to Install MaxClaw: Complete Beginner Guide (2026)

Step-by-step instructions to install MaxClaw on macOS, Windows, and Linux — no experience required.

2026-02-27

What Is MaxClaw? Cloud-Hosted AI Agent Explained (2026)

What Is MaxClaw? Cloud-Hosted AI Agent Explained (2026)

Discover what MaxClaw is, how it works, and why privacy-focused users and developers are choosing this cloud AI agent in 2026. Launched Feb 25 by MiniMax.

2026-02-27

Nano Banana 2 Review: Free, Faster, and Better Than Pro

Nano Banana 2 Review: Free, Faster, and Better Than Pro

Google's Nano Banana 2 is free, 50% cheaper than Pro, and outscores it on quality. Real API breakdown + workflow verdict for Feb 2026.

2026-02-27

Gemini 3.1 Pro in Google AI Studio: A Beginner's Guide to Getting Started

Gemini 3.1 Pro in Google AI Studio: A Beginner's Guide to Getting Started

Try Gemini 3.1 Pro in Google AI Studio without writing a line of code. This beginner guide covers setup, running prompts, adjusting thinking levels, and exporting to the API.

2026-02-26

Gemini 3.1 Pro vs GPT-5: Honest Comparison for Developers (2026)

Gemini 3.1 Pro vs GPT-5: Honest Comparison for Developers (2026)

Gemini 3.1 Pro vs GPT-5.2 and GPT-5.3-Codex: reasoning, coding, agentic tasks, context window, and price compared. Which frontier model should developers pick in 2026?

2026-02-26

OpenClaw + Polymarket: Build an AI Agent That Monitors Prediction Markets Automatically

OpenClaw + Polymarket: Build an AI Agent That Monitors Prediction Markets Automatically

Learn how to build an OpenClaw skill that monitors Polymarket prediction markets and sends you alerts via Telegram or Slack when prices hit your thresholds.

2026-02-26

OpenClaw NPM Package: Developer Guide to Using OpenClaw in Your Own Node.js Project

OpenClaw NPM Package: Developer Guide to Using OpenClaw in Your Own Node.js Project

Learn how to use the OpenClaw NPM package in your own Node.js projects. Covers installation, API surface, authentication, and practical code examples.

2026-02-26

NanoClaw vs OpenClaw (2026):Why I Switched After 3 Weeks

NanoClaw vs OpenClaw (2026):Why I Switched After 3 Weeks

OpenClaw has 52+ modules, 45+ dependencies, and a security model that kept me up at night. Here's what happened after I switched to NanoClaw — a 3,900-line alternative that does more by doing less.

2026-02-26

OpenClaw Slack Integration: App Setup, Permissions, Threading, and Production Safety

OpenClaw Slack Integration: App Setup, Permissions, Threading, and Production Safety

Integrate Slack with OpenClaw: correct scopes, thread handling, channel safety, event subscriptions, and rate limiting.

2026-02-26

MoltBot + OpenClaw: How These Two Tools Work Together for Multi-Platform Automation

MoltBot + OpenClaw: How These Two Tools Work Together for Multi-Platform Automation

Understand the relationship between MoltBot (ClawdBot) and OpenClaw. Learn what each tool does, how they integrate, and which setup is right for your automation needs.

2026-02-25

How to Uninstall OpenClaw Completely: macOS, Windows, and Linux (2026)

How to Uninstall OpenClaw Completely: macOS, Windows, and Linux (2026)

Step-by-step guide to fully uninstall OpenClaw on macOS, Windows, and Linux. Remove the app, Docker containers, volumes, config files, and leftover processes.

2026-02-25