... launch post. Just things I wish someone had written down before I spent a month figuring them out. 1. LLMs send partial payloads on write operations You ask the agent to update a record. It sends only the fields you mentioned in the prompt. The PUT request goes through, returns 200, and you've silently wiped every field you didn't specify. The fix: before every write call, fetch the current resource state via the companion GET endpoint and deep ... ... merge the LLM's payload

... founder of Munch. I built this because I kept watching creators spend hours turning one video into posts. You paste a YouTube or Vimeo URL Munch extracts the transcript using 5 fallback strategies (so it actually works on videos competitors choke on) Claude AI writes 8 complete, platform-ready pieces in ~60 seconds. No file uploads. No per-action credits. One munch = everything. PH exclusive: Your first munch is completely free, no card needed. Just sign up at munch.video ... ... munches across the whole team who ran it, the title, the source URL, and when. AUTOMATION (Pro+) ----------------- Webhooks: After every generation, Munch POSTs all 8 outputs to a URL you configure. Optional signature verification with a secret. The payload

... munches across the whole team who ran it, the title, the source URL, and when. AUTOMATION (Pro+) ----------------- Webhooks: After every generation, Munch POSTs all 8 outputs to a URL you configure. Optional signature verification with a secret. The payload includes title, source URL, and every output field. Works with Zapier, Make, n8n, or any custom endpoint. Test button: Fire a test payload

... real products. Scoped data Project-, subject-, and chat-level scoping. Not all external data should be shared globally. Some values belong to a specific user, and some only make sense inside one active workflow. Output mapping Mapping external payloads into stable output. It keeps prompt/runtime logic cleaner and avoids hard-coding raw provider payload

... without user intervention. - **Hybrid encryption** Combines the post-quantum shared secret with classical symmetric encryption for maximum security: - Derives an AES-256 key from the shared secret using HKDF-SHA256. - Generates a 12-byte IV and encrypts the actual payload (messages, voice, SOS data, etc.) with AES-256-GCM. - Optionally signs the resulting ciphertext with ML-DSA-65 for integrity and authentication. - **Decryption and verification** On receipt: verifies any signature (if present) with ML-DSA-65, decapsulates the shared secret ... ... derives the same AES-256 key, and decrypts the payload

... HasMCP is a self-hosted, opensource API to MCP Server bridge. It comes with built-in auth, realtime logs and metrics. Cloud version includes request/response interceptors that you can optimize the token count for LLMs by trimming unnecessary response payload. HasMCP-CE (Community edition) Automated MCP server creation using OpenAPI Spec v3+ and Swagger Oauth2 authentication Manual MCP from API endpoints Toggle endpoints per MCP Server (you don't need expose all endpoints) Proxy headers (optional per MCP Server ... ... actual API endpoints Long term, short-term authentication tokens per MCP Server Real-time MCP Server method/tool call logs Real-time MCP server analytics Automated SSL with Let's encrypt Cloud All the opensource features plus below Request/response payload

... They re boring HTTP basics that teams quietly forget. A few examples I see again and again: Missing auth returns 403 instead of 401 so clients debug permissions instead of authentication Unsupported HTTP methods return 200 so people debug payloads instead of the method Non-existent endpoints return 200 so monitoring shows everything is fine while users rage Invalid payloads