... ways: Files the agent edits directly are scanned at the end of the session. If the agent commits during the session, the scan also covers the full git diff of those commits, so files generated or modified indirectly (codegen, scripts, shell commands) are included too. Upstream, the secret guard also blocks the agent from reading raw secrets (like .env files) and points it to the managed reference instead, so secrets are much less likely to end up in generated code ...

... must throw, the return type it has to satisfy. You hit Fill, watch it read and grep your actual code, and it writes within the lines. No hallucinated structure, no rewrites of the logic you wrote by hand. VS Code live drift, right in the editor The Solarch extension drops your architecture's live state into the Activity Bar: a revision timeline, plus every drift between code and design as a native Problems-panel diagnostic you can click straight ... ... Green means green. Plugin Solarch inside Claude Code, in one command The MCP now ships as a Claude Code plugin: /plugin marketplace add solarch-dev/solarch-tools /plugin install solarch@solarch-tools That's it architecture context and rule-checked codegen

... want Ramp engineers to be as productive as possible, firing on all cylinders. Jolt is pushing us even further in that direction. High. Speed. Development. Velocity. That's the move here. @Jolt AI was an AI codegen and chat tool for 100k to multi-million line codebases. Launched on Product Hunt earlier this year, the product ranked #3 Product of the Day, and #3 Developer Tool of the Week. Read the full story: How Jolt AI launched ...

... Does: Instead of text or markdown, the model returns a UI schema describing layouts, inputs, charts, and components. Promptius GUI renders that schema using frameworks like Material UI, Chakra, or Ant Design. Why It s Different: This isn t codegen it s UI as language . Promptius GUI gives AI a new way to express understanding , present data , and build dynamic experiences in real time. Key Features: Schema-driven generative UI Live React rendering Multiple UI framework adapter Type-safe Python ...

... freely. Shotgun adapts to you, not the other way around. Export to agents.md Every artifact (specs, plans, tasks) now exports into the agents.md ecosystem. That means clean, reusable inputs for Cursor, Claude Code, GeminiCLI, GitHub Copilot, and other agentic codegen tools. Codebase Understanding Shotgun reads your repo first: architecture, naming, patterns. Then it gives advice that fits your project. Like pairing with someone who spent a weekend studying your code. Less context-switching, more building. 30-sec to try. More ...

... predicts in 3 to 6 months, AI is writing 90 % of the code and by 12 months, essentially all of it At the same time, tools like Origin AI, Cursor, and Amazon s new Kiro (built for prompt driven codegen) are letting us build and ship products faster than ever . So I m curious: -Are you building MVPs or full apps using a prompt LLM deployed product pipeline? -Which traditional dev layers APIs, infra, state management are still essential when ...