Proof pending. This topic has not reached the minimum paper threshold yet.
Current AI-assisted programming tools are predominantly linear and chat-based, which deviates from the iterative and branching nature of programming itself. Our preliminary study with developers using...
Software documentation is crucial for repository comprehension. While Large Language Models (LLMs) advance documentation generation from code snippets to entire repositories, existing benchmarks have ...
Developers rely on online tutorials to learn web application security, but tutorial quality varies. We reviewed 132 free security tutorials to examine topic coverage, authorship, and technical depth. ...
Freshness
Canonical route: /topics
Topic summaries have not landed inside the weekly freshness window.
Agent Handoff
Canonical ID developer-tools | Route /topic/developer-tools
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/topic/developer-toolsMCP example
{
"tool": "search_papers",
"arguments": {
"query": "Developer Tools",
"cluster": "Developer Tools"
}
}source_context
{
"surface": "topic",
"mode": "topic",
"query": "Developer Tools",
"normalized_query": "developer-tools",
"route": "/topic/developer-tools",
"paper_ref": null,
"topic_slug": "developer-tools",
"benchmark_ref": null,
"dataset_ref": null
}Use This Via API or MCP
Topic pages bundle paper counts, viability trends, author concentration, and top questions into one canonical surface your agents can reference before they open Signal Canvas or create a workspace.