#AI Engineering

Kimi K3 context window illustration showing a 1M-token model handling large codebases and long documentsAI

Kimi K3 Context Window Explained: What Can It Actually Handle?

Kimi K3 supports up to 1M tokens of context on eligible plans. Here is what that limit means for codebases, documents, API requests, K3-256K, and Kimi Code.

Saganote
Kimi K3 API integration shown in a developer terminal and code editor with the K3 model selectedAI

Kimi K3 API: How to Get Started and Use It in Your Apps

Learn how to set up the Kimi K3 API, create an API key, choose the right endpoint, send a first request, and avoid common authentication and model errors.

Saganote
DeepSeek Harness interface illustrating an AI agent assembled from modular plugins for models, tools, sessions, and runtime capabilities.AI

DeepSeek Harness Is More Than a Coding Agent: Everything Is a Plugin

DeepSeek Harness is an open-source agent runtime where models, tools, sessions, sandboxes, storage, and UI can all be swapped as plugins for developers.

Saganote
Editorial illustration of an AI data agent turning business questions into interactive Power BI and Tableau dashboards.AI

OpenAI's Data Agent Turns Questions Into Power BI and Tableau Dashboards

OpenAI's new Data agent in ChatGPT Work can analyze connected company data and build dashboards in Power BI, Tableau, and other BI tools.

Saganote
DeepSeek V4.1 Flash processing text and image inputs through a multimodal AI architectureAI

DeepSeek V4.1 Flash Launches With Native Vision and Lower AI Inference Costs

DeepSeek V4.1 Flash brings native visual understanding, a 552B MoE architecture, lower cache overhead, and new API pricing.

Saganote
Abstract diagram showing an autonomous AI agent loop with trigger, action, verification and stop rule stagesAI

What Is Loop Engineering - and Why It Replaced Prompt Engineering in 2026

Loop engineering is how developers design AI agents that run without supervision. It's the skill that replaced prompt engineering as the real bottleneck in 2026.

Saganote
Microsoft corporate signage on a building exterior representing the launch of Microsoft Frontier Company for enterprise AI deploymentAI

Microsoft Frontier Is a $2.5 Billion Bet on Enterprise AI Deployment With 6,000 Engineers

Microsoft launched Frontier Company today - 6,000 engineers and $2.5 billion focused on getting enterprise AI past the proof-of-concept stage.

Saganote
Engineers collaborating at laptops in a modern office, representing AWS forward-deployed engineering teamsAI

AWS Launches $1 Billion Forward-Deployed Engineers Unit to Embed With Customers

AWS committed $1 billion on June 30 to a new forward-deployed engineering unit that sends engineers to embed inside customer organizations for 45-day periods.

Saganote
Microsoft Foundry Build 2026 slide showing agent development platform features including hosted agents, Toolboxes, and memoryAI

Microsoft Foundry Build 2026: Hosted Agents, Procedural Memory, and 11,000 Models

Microsoft Foundry shipped hosted agents, procedural memory with 7-14% task gains, Foundry IQ for enterprise knowledge, and four new MAI models at Build 2026.

Saganote
Rows of filing cabinets and document folders in a large archive libraryAI

Retrieval-Augmented Generation: What RAG Is and Why 51% of Enterprise AI Uses It

Retrieval-augmented generation grounds LLM outputs in real documents. Here is how the RAG pipeline works and why 51% of enterprise AI now runs on it.

Saganote