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Claude wrote 80% of Anthropic's code, CI tasks surged 25 times in half a year, nearly causing system breakdown

Internal data from Anthropic shows that Claude has written 80% of the company's code. Engineer quarterly delivery volume has increased to 8 times the average between 2021 and 2025, with Claude also taking on a large portion of code review and merging tasks. However, the AI coding model differs significantly: it prefers extremely granular PRs, submits code around the clock, and test cases have increased 10-fold, leading to a surge in CI workloads that caused the system to almost crash within six months.

19.1k 11 hours ago

Microsoft Tightens Employee AI Budget: Some Spent $28,000 in 28 Days, Programming Shifts to GPT-5.6 Sol

Microsoft has been exposed for tightening Token usage management, monitoring usage and gradually switching internal default workloads to GPT-5.6 Sol to reduce costs. The trigger was a leaked table showing that some employees called AI extensively to boost data rankings, with one person generating about $28,000 in Token costs within 28 days, causing concern among senior leadership; there is significant variation across departments, with CoreAI being the most expensive.

17.6k 17 hours ago

Lenovo ThinkPad P1 AI 2026 Officially Released: Redefining the Benchmark for Ultra-Portable High-Performance Mobile Workstations

Lenovo ThinkPad P1 AI 2026 sets a new mobile creation standard with a 1.8kg ultralight body and 572 TOPS GPU for demanding professional workloads.....

60.5k 2 days ago

Apple and LM Studio Achieve a Breakthrough Collaboration: Four Mac Studios Successfully Run Trillion-Parameter Large Model

At WWDC, LM Studio and Apple ran Moonshot AI's Kimi K2.6 model on a cluster of four Mac Studios. The Mixture-of-Experts model has one trillion parameters, demonstrating Apple Silicon's potential for massive AI workloads.....

15.3k 19 hours ago

AI Products

HydraDB OSS

A database specifically designed for modern AI workloads, capable of building a corporate brain and context graph.

Development and Tools

8.1k

Ray

Ray is an open-source framework that manages, executes, and optimizes computing requirements, unifying AI workloads.

Development platform

8.6k

Anyscale

Development platform

6.5k

Cognitora

A cloud platform specifically designed for AI agents, capable of automatically executing AI-generated code and intelligent workloads.

Development platform

9.9k

Models

Gemini 2.0 Flash

Google

$0.7

Input tokens/M

$2.8

Output tokens/M

Context Length

Claude Haiku 4.5

Anthropic

Input tokens/M

$35

Output tokens/M

200

Context Length

Gemini 2.5 Flash

Google

$2.1

Input tokens/M

$17.5

Output tokens/M

Context Length

Claude Sonnet 4.5

Anthropic

$21

Input tokens/M

$105

Output tokens/M

200

Context Length

Gemini 2.5 Flash-Lite

Google

$0.7

Input tokens/M

$2.8

Output tokens/M

Context Length

qwen3-omni-flash-realtime

Alibaba

$3.9

Input tokens/M

$15.2

Output tokens/M

Context Length

qwen3-tts-flash-realtime

Alibaba

Input tokens/M

Output tokens/M

Context Length

Doubao-1.5-pro-32k

Bytedance

$0.8

Input tokens/M

Output tokens/M

128

Context Length

Doubao-Seedance-1.0-pro

Bytedance

Input tokens/M

Output tokens/M

Context Length

Hunyuan-T1-latest

Tencent

Input tokens/M

Output tokens/M

Context Length

DeepSeek-V3.1

Deepseek

Input tokens/M

$12

Output tokens/M

128

Context Length

Tencent Hunyuan Video Generation

Tencent

Input tokens/M

Output tokens/M

Context Length

GPT-5 mini

Openai

$1.75

Input tokens/M

$14

Output tokens/M

400

Context Length

Claude Opus 4.1

Anthropic

$105

Input tokens/M

$525

Output tokens/M

200

Context Length

GLM-4.5-Flash

Chatglm

Input tokens/M

Output tokens/M

128

Context Length

GLM-4.5-AirX

Chatglm

Input tokens/M

Output tokens/M

128

Context Length

GLM-4.5-Air

Chatglm

Input tokens/M

Output tokens/M

128

Context Length

Spark X1

Iflytek

Input tokens/M

Output tokens/M

Context Length

Hunyuan-TurboS-latest

Tencent

$0.8

Input tokens/M

Output tokens/M

Context Length

Grok-4 Heavy

Xai

Input tokens/M

Output tokens/M

Context Length

MCP

Sail

Sail is a project aiming to unify stream processing, batch processing, and compute - intensive (AI) workloads. It provides an alternative to Spark SQL and Spark DataFrame APIs and supports both standalone and distributed environments.

rust

32.5k

5.0points

Illumio Mcp Server

The Illumio MCP server is a service that provides an interface for interacting with the Illumio Policy Compute Engine (PCE), supporting the management of workloads, labels, and traffic analysis through conversational AI.

python

11.4k

2.5points

Tigris Mcp Server

Tigris MCP Server is a high-performance, S3-compatible object storage system designed for multi-cloud and AI workloads. It seamlessly connects AI agents with Tigris storage capabilities through the MCP protocol.

typescript

11.9k

2.5points

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