IOTL Tech · the dev & ai pulse

What changed in dev & AI — at a glance.

IOTL Tech tracks the latest releases, papers and tooling across Compose, Kotlin, Python, Android, Kotlin Multiplatform, on-device AI, agentic AI, LLMs, Swift/iOS and Flutter — each update illustrated and summarised. Part of the IOTL family (IOTL Anime, IOTL Games).

Latest updates

• llama.cpp Build b9971 Release — On-Device AI
• Model Context Protocol (MCP) Servers v2026.7.10 Maintenance Release — Agentic AI
• Swift Evolution Proposal SE-0536: Package Registry Search Under Review — Swift / iOS
• Android Studio Quail 3 Canary 4 Now Available — Jetpack Compose
• Ruff 0.15.21 Release — Python
• llama.cpp b9938 adds depthwise 2D convolution support for Apple Silicon Metal backend — On-Device AI
• Meta Releases Muse Spark 1.1 Multimodal Reasoning Model — LLMs
• Flutter 3.44.6 Stable Hotfix Release — Flutter
• CodeQL 2.26.0 Releases with Official Support for Kotlin 2.4.0 — Kotlin
• JetBrains introduces Kotlin Benchmark for AI Coding Agents — Kotlin
• Android Studio Quail 2 RC 2 Now Available — Android
• Navigation 3 in Compose Multiplatform Documentation Update — Kotlin Multiplatform
• llama.cpp b9911 introduces NVFP4 CUDA optimizations and Qwen 3.5 MoE tuning — On-Device AI
• Microsoft Agent Framework Orchestration Layer reaches 1.0 stable status — Agentic AI
• Astral releases uv 0.11.28 with security and memory optimization updates — Python
• Swift Evolution accepts SE-0532 for optional noncopyable improvements — Swift / iOS
• Google releases July 2026 Android Security Bulletin and Pixel Update — Android
• LangGraph 1.2.8 fixes delta channel updateState bug on fresh threads — Agentic AI
• Flutter 3.44.5 hotfix stabilizes Android build flavors and Impeller crashes — Flutter
• llama.cpp b9885 fixes print_info crashes for GLM-DSA models with vocab_only — On-Device AI
• Swift Evolution pitches @Concurrent macro to automate concurrency attributes — Swift / iOS
• JetBrains highlights community achievements with inaugural Golden Kodee Awards winners — Kotlin
• llama.cpp b9870 released fixing reasoning loop parser issues — On-Device AI
• Ultralytics v8.4.87 released consolidating LiteRT export workflows — On-Device AI

Built by Ashok Varma