Issue #200 · 2026-03-13

Ilia's Corner

Featured story

A2UI: Build Cross-Platform UIs Without the Headaches

Google's A2UI lets you generate UIs from JSON specs, letting agents create interfaces for any platform without tight coupling. Developers get faster iteration, safer remote collaboration, and consistent designs across devices—no more platform-specific coding gymnastics.

github_trending · 3 min read

Top stories

Hindsight: AI Agents That Never Forget

This biomimetic memory system helps agents learn and adapt over time. If you're building long-term memory for chatbots or autonomous tools, Hindsight's Reflect-Recall architecture could make your AI feel more human—and actually remember stuff.

hackernews · 4 min read

LiteRT: Deploy ML Models on Edge Hardware, No PhD Required

Google's LiteRT runtime simplifies deploying machine learning models on mobile devices and edge hardware. If you're optimizing for speed and privacy, this C++-based tool cuts deployment friction while maintaining performance.

hackernews · 5 min read

Malus: Code Compliance Made Easy

Generate proprietary code without open-source license headaches. Malus' AI clean-room approach helps developers innovate legally—ideal for teams avoiding attribution requirements while building commercial software.

hackernews · 2 min read

Tools spotlight

Claude's Visualizations: Charts Without Code

Generate interactive diagrams and charts in chat conversations. No coding required. If you're presenting data insights to non-technical stakeholders, this could save hours of dashboard-building work.

Data storytelling for developers

news · 129 stars

FLUX.2 Klein Model: Image Generation 2.5x Faster

This optimized image generation model accelerates multi-step editing workflows. Developers working with AI-generated visuals will appreciate the speed boost without sacrificing quality.

AI art pipelines

news · 128 stars

Research corner

LLMs Still Struggle With Real Code

Despite hype, large language models haven't improved much at practical coding tasks. If you're evaluating AI tools for development workflows, this analysis suggests focusing on specialized code assistants rather than general-purpose models.

AI Research · Entropic Thoughts · 8 min read

The Future of Coding: Specs Over Code

A new paradigm lets developers describe systems in human-readable specs instead of writing code. If you're tired of maintaining sprawling codebases, this could represent a fundamental shift in software development.

Software Architecture · Kotlin Creator · 7 min read

AI Agents Are Coming for Your Workflow

Agent-based AI systems are evolving to handle complex tasks autonomously. If you're building developer tools or internal workflows, understanding this trajectory could help you future-proof your projects.

AI Evolution · Ethan Mollick · 6 min read

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