Official product guides and resources for MonkeyCode.
RESEARCH TOPIC
5 research articles and engineering guides tagged “coding agents”. Each opens with a concise answer and links to primary evidence.
DeepSeek launched V4-Flash on July 31 — same 284B/13B-active architecture, but post-training alone pushed Agent scores past V4-Pro preview. V4-Pro (1.6T/49B-active) arrives early August. What it means for coding teams.
Read news analysisA practical guide to migrating your coding agent from GPT-4o or Claude to DeepSeek V4-Flash. API setup, code examples, cost comparison, and gotchas.
Read researchMCP is an open standard for connecting AI tools to data and services. Here is what it is, why interoperability matters for coding platforms, and the security caveats.
Read researchAs coding assistants become autonomous agents, their biggest risk shifts from wrong code to unsafe actions. Map the 2025 OWASP LLM Top 10 to concrete controls.
Read researchOpenAI reports that about 30% of audited SWE-Bench Pro tasks are broken. Learn what that finding means—and does not mean—for evaluating AI coding agents.
Read news analysis