JetBrains vs monday.com

How AGI Became a Marketing Department Case

The article discusses how AI, particularly coding agents, is transforming the role of software developers. It highlights that 90% of professional developers use such tools weekly, with 68% daily, and about a third are 'agentic coders' who generate 84% of their code via AI. This shift is changing the developer's role from generalist to specialist, and now to a 'Forward Deployed Engineer' who works closely with clients. The article emphasizes that the real value of developers is shifting from pure coding capacity to understanding business context, identifying problems, and making sound technical decisions. It draws on examples from Google Research and the hiring practices of OpenAI and Anthropic, and suggests that businesses should focus on teams that can quickly build domain context rather than just counting developers.

• 90% of professional developers use coding agents weekly, 68% daily (JetBrains survey).
• One third of developers are 'agentic coders' generating 84% of their code via AI.
• Google Research is investigating whether software agents understand standards and collaborate with developers.

AI Agents Redefine Software Developer Role Toward Context

This opinion piece examines how AI coding agents are reshaping software development, shifting developers' value from implementation to understanding business context and making architectural decisions. JetBrains' survey shows 90% of professional developers use such tools weekly (68% daily), with about a third now 'agentic coders' who let AI generate an average of 84% of their code. This transformation has popularized the 'Forward Deployed Engineer' role at OpenAI and Anthropic, which focuses on client collaboration. The author argues that while AI simplifies coding, experienced developers' true worth lies in contextual understanding, risk identification, and solution validation. The piece advises clients to prioritize contextual insight over mere technical capacity.

• 90% of professional developers use coding agents at least weekly, 68% daily (JetBrains Developer Ecosystem Survey).
• About one-third of developers are 'Agentic Coders', with AI generating 84% of their code on average.
• OpenAI and Anthropic are expanding 'Forward Deployed Engineer' roles, with Anthropic hiring in Munich.

On-Device LLM Chatbot with Kotlin and TensorFlow Lite

This technical tutorial describes how to build an on-device large language model (LLM) chatbot for Android using Kotlin and TensorFlow Lite. It outlines a simple architecture (Chat UI -> ViewModel -> LLM repository -> Tokenizer -> TensorFlow Lite interpreter -> Local model), project setup, model loading, tokenization, background inference with Kotlin coroutines, incremental token handling, conversation-history management, quantization options (FP16, INT8, weight-only) and mobile performance metrics to benchmark (load time, first-token latency, tokens/sec, RAM, battery, thermal). The guide also covers error handling and security considerations (prompts stay on device but APK/model extraction risk), and links to example SDK repos and a Discord community.

• Tutorial outlines an on-device chatbot architecture using a Kotlin Android UI, tokenizer, TensorFlow Lite interpreter, and a local model.
• It shows how to load a .tflite model from app/src/main/assets and initialize a TensorFlow Lite Interpreter in a background runner.
• The guide recommends running inference off the UI thread using Kotlin coroutines (e.g., viewModelScope + Dispatchers.Default) to avoid UI freezes.

Investor Presentation Released: monday.com

AI parsed presentation narrative: monday.com is undergoing its most significant strategic shift by moving from software that helps people manage work to software that 'does the work' through AI agents and humans operating in a unified workspace. Management is reinvesting savings from a 20% workforce reduction into product development and AI to capture what they view as a massive, once-in-a-generation software opportunity. Key tailwinds mentioned: AI Product Adoption, Pricing Model Optimization.

monday.com to Announce Second Quarter 2026 Financial Results on Monday, August 10, 2026

monday.com will release its second quarter 2026 financial results on August 10, 2026, followed by an earnings call.

Monday.com cuts 20% staff to prioritize AI

Israeli workplace software maker Monday.com is cutting roughly 20% of its workforce — about 630 employees — as part of a restructuring to refocus investments on its AI initiatives. The company expects to record $45 million to $55 million in charges related to the layoffs. Earlier in 2026 Monday.com repositioned its product around an "AI Work Platform" that includes a no-code app builder, customizable AI agent, workflow automation, and a chatbot designed to automate tasks like report generation and dashboard updates. The move mirrors a wider tech-industry trend of job cuts justified by a shift toward AI, with Layoffs.fyi reporting more than 122,000 tech roles cut so far in 2026.

• Monday.com is reducing its headcount by 20%, or about 630 staff.
• The company expects $45 million to $55 million in charges due to the restructuring.
• Monday.com earlier in 2026 repositioned its product around an "AI Work Platform."