Treat prompts like code. Lock versions, diff changes, roll back fast.

Status
In Progress
Tier
Free
Platform
CLI
Host
github.com/developersdigest/promptlock
Treat prompts like code. Lock versions, diff changes, roll back fast. Built and maintained by Developers Digest, PromptLock is part of a larger ecosystem of 91 AI agent tools, Claude Code tools, MCP servers, and developer agents.
Security researchers discovered a prompt injection vulnerability in GitHub's Agentic Workflows that allows attackers to extract private repository contents through public issues.
Ternlight ships a ternary-quantized sentence encoder at 7 MB that runs semantic search at 5ms per embedding - entirely client-side via WASM, no API calls required. Here is how it works, what HN thinks, and where browser-side embeddings make sense.
The Program-as-Weights paper is a useful signal for developers: some LLM calls may move from per-request API prompts into compact local artifacts that behave like reusable fuzzy functions.
Skills gave an agent what to know. The missing half is what role to play. Agent Studio lets you author subagents next to your skills in one place, serve both over the same MCP endpoint with the same progressive disclosure, browse them over REST and the dd CLI, and publish them to the community under a moderation loop. Here is the design and why the two belong in one studio.
Every coding agent in one window. Stop alt-tabbing between Claude, Codex, and Cursor.
See exactly what your agent did, locally. No cloud, no signup.
One CLI to install, configure, and update every DD tool.
Turn a one-liner into a working Claude Code skill. From idea to installed in a minute.