Building a Text-to-Image Model With Jasper's Cookbook
Jasper Research's new cookbook provides the code and data to train a text-to-image model from scratch, but be prepared for significant hardware costs.
Posts tagged developer tools
First Look: Testing Llama Code 3 for Python Tasks
Meta's Llama Code 3 offers a real step up for open-source code generation, but it still has rough edges for anything outside of mainstream Python.
Testing Anthropic's /design Command for UI Generation
Anthropic's new /design command in Claude Code generates interesting UI mockups from text, but the resulting code requires heavy refactoring before it's usable.
A Shared 'Common Terminal' for LLMs: A Failed Experiment
A shared AI terminal for a dev team sounds promising for building context, but in practice, it fails due to prompt collisions, context window limits, and privacy issues.
Testing Gemini 3.7 Flash for Code Generation
Google's new Gemini 3.7 Flash model is faster and cheaper for simple coding tasks but struggles with the complex, multi-file workflows of a real-world codebase.
NVIDIA's NOOA: A First Look at an OOP Agent Framework
NVIDIA's open-source NOOA framework brings object-oriented principles to AI agent development, promising more structure but not eliminating complexity.
JetBrains Junie Local: An On-Device Coding Agent Test
JetBrains' Junie Local runs an AI coding agent entirely on your Mac, offering true code privacy at the cost of raw model performance.
LLM 0.32: reasoning traces in the log DB, server-side tools, and the eval determinism problem
LLM 0.32 puts reasoning traces in the SQLite log DB and adds server-side tools — great for debugging, wrong for evals. Here's the upgrade path and the plugin gotcha.
MCP went stateless: your session-based servers are about to break
MCP's 2026-07-28 spec drops the initialize handshake and session header, going stateless so serverless deploys finally work — but stateful servers will break.