Show HN: Graft – local-first persistent memory for coding agents
Hacker News surfaced this AI signal from github.com: Show HN: Graft – local-first persistent memory for coding agents.
Topic
Coding assistants, repository agents, IDE copilots, and software-building workflows.
Latest Signals
Hacker News surfaced this AI signal from github.com: Show HN: Graft – local-first persistent memory for coding agents.
Hacker News surfaced this AI signal from github.com: Show HN: Leo – a Markdown engineering process for AI coding agents.
A Hacker News thread discusses transferring AI coding chats across tools like Claude Code, Codex, OpenCode, and Cursor. The discussion currently has minimal engagement with 2 points and no comments.
Hacker News surfaced this AI signal from amika.dev: Show HN: Amika – Multiplayer cloud workstations for coding agents and humans.
Small differences on coding-agent leaderboards are often read as an ordering of systems. We audit whether the published verdicts support this reading, using 254 SWE-bench submissions across four splits without running models. On Verified, the leading two entr...
RepoAtlas addresses challenges in repository-level issue resolution by enabling coding agents to localize relevant code across interdependent files and maintain focused repository context. It leverages code graphs to reveal non-local relations that are obscured in linear text interfaces.
Vercel's AI SDK harness layer now supports native subscription authentication for harnesses that allow it, enabling seamless agent switching via the same interface without code changes. This update simplifies managing different coding agents within applications.
Vercel's AI SDK harness layer has added support for GitHub Copilot via the @ai-sdk/harness-github-copilot adapter. This allows applications to run different coding agents interchangeably through a unified interface without changing application code.
Research finds that the timing of a developer's biggest success in open-source projects appears random, while the magnitude of success depends on individual factors. The study also investigates how the introduction of generative AI coding tools has influenced these career patterns.
DeepSeek V4.1 Flash is now available on AI Gateway, featuring native image understanding that processes text and images in the same request. It supports a 1 million token context window for handling complex queries involving screenshots, charts, and visual content.
Vercel has introduced a new CLI command, 'vercel changelog', that lets users and coding agents read and search the latest changelogs directly from the terminal. This feature provides full Markdown content for the latest five changelogs, helping developers stay updated on new products and features.
An MIT researcher employs GPT-5.6 Sol combined with Codex to autonomously conduct quantum computing experiments, analyze data, and calibrate qubits. This integration streamlines complex experimental workflows in quantum research.
OpenAI's use of coding agents is transforming AI research by increasing experiment velocity and handling complex tasks. Early data shows these agents significantly accelerate research workflows.
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Hacker News surfaced this AI signal from murmell.com: Show HN: Murmell – Collaborative cloud canvas for coding agents.
Copying code from AI chat windows into editors happens instantly, which is useful but can cause issues in education, code review, and security-sensitive development. The paper describes this as an 'AI code handoff problem' where model-generated text moves from conversation to executable code.
Over the past months, the way developers direct agentic AI coding tools has moved up several levels of abstraction, from phrasing prompts to engineering context to configuring the harness around the model. In June 2026, practitioners began to describe a furth...
Replit now provides black-box penetration tests that allow developers to identify security flaws before launch without costly external vendors. This service helps build and deploy apps with real customer data within a day.
Universities are creating courses focused on AI-assisted software development as generative AI coding tools transform professional workflows. An analysis of 23 syllabi provides insights into how this new curricular area is being shaped and informs future course design.
Code Finder runs its own search loop and hands your coding agent the exact files and line ranges, faster and cheaper than the agent searching on its own.
The eighth article in Microsoft's series on Agent Experience (AX) discusses how to effectively evaluate AI coding agents and improve their integration with technology. It covers controlling the agent stack, measuring extension impact, and iterating for better results.
This is the seventh article in a series about Agent Experience (AX): the practice of making AI coding agents work correctly with your technology. The series covers what you can and can’t control in the agent stack, how to measure whether your extensi...
AI coding agents are producing more code than ever, but the world still runs on massive, decades-old codebases. Why owning and understanding them may be the hardest job in software.
Data from 1,281 agent runs across 40+ large open source repos reveals five repeatable failure patterns in coding agents, and the infrastructure fixes for each.
The initial findings from CodeScaleBench, a new benchmark designed to evaluate coding agents against the true complexity of enterprise software development, including large codebases and multi-repository tasks.
Today, we're announcing Sourcegraph 7.0, a release that marks the beginning of a new chapter for our company and product.
Coding assistants, repository agents, IDE copilots, and software-building workflows.