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Show HN: Most products have no idea what their AI agents did yesterday https://ift.tt/lHQxvFo

Show HN: Most products have no idea what their AI agents did yesterday We build collaboration SDKs at Velt (YC W22). Comments, presence, real-time editing (CRDT), recording, notifications. A pattern we keep seeing: products add AI agents that write, edit, and approve things. Human actions get logged. Agent actions don't. Same workflow, different accountability. We shipped Activity Logs to fix this. Same record for humans and AI agents. Immutable by default. Auto-captures collaboration events, plus createActivity() for your own. Curious how others are handling this. https://ift.tt/nkeMbyA April 3, 2026 at 01:25AM

Show HN: I tested 15 free AI models at building real software on a $25/year VPS https://ift.tt/8Hj7gIC

Show HN: I tested 15 free AI models at building real software on a $25/year VPS https://ift.tt/wsWVH5o April 3, 2026 at 12:13AM

Show HN: Portcullis, a review gate for curl|bash https://ift.tt/G5Kl9s2

Show HN: Portcullis, a review gate for curl|bash https://ift.tt/AI2X3BZ April 2, 2026 at 11:39PM

Show HN: Zerobox – Sandbox any command with file and network restrictions https://ift.tt/h9vqwIE

Show HN: Zerobox – Sandbox any command with file and network restrictions I'm excited to introduce Zerobox, a cross-platform, single binary process sandboxing CLI written in Rust. It uses the sandboxing crates from the OpenAI Codex repo and adds additional functionalities like secret injection, SDK, etc. Watch the demo: https://www.youtube.com/watch?v=wZiPm9BOPCg Zerobox follows the same sandboxing policy as Deno which is deny by default. The only operation that the command can run is reading files, all writes and network I/O are blocked by default. No VMs, no Docker, no remote servers. Want to block reads to /etc? zerobox --deny-read=/etc -- cat /etc/passwd cat: /etc/passwd: Operation not permitted How it works: Zerobox wraps any commands/programs, runs an MITM proxy and uses the native sandboxing solutions on each operating system (e.g BubbleWrap on Linux) to run the given process in a sandbox. The MITM proxy has two jobs: blocking network calls and injecting credentials at the n...

Show HN: Max Headbox, a local agent that fits on a Raspberry Pi 5 https://ift.tt/2ERM3iD

Show HN: Max Headbox, a local agent that fits on a Raspberry Pi 5 https://ift.tt/8wuxW9M April 1, 2026 at 09:57PM

Show HN: LogicStamp – A Context Compiler for TypeScript https://ift.tt/Y9CWlfT

Show HN: LogicStamp – A Context Compiler for TypeScript https://logicstamp.dev March 31, 2026 at 10:57PM

Show HN: Memv – Memory for AI Agents https://ift.tt/byoluhU

Show HN: Memv – Memory for AI Agents memv is an open-source Python library that gives AI agents persistent memory. Feed it conversations; it extracts knowledge. The extraction mechanism is predict-calibrate (Nemori paper): given existing knowledge, it predicts what a new conversation should contain, then extracts only what the prediction missed. v0.1.2 adds the production path: - PostgreSQL backend (pgvector for vectors, tsvector for text search, asyncpg pooling). Single db_url parameter — file path for SQLite, connection string for Postgres. - Embedding adapters: OpenAI, Voyage, Cohere, fastembed (local ONNX). Other things it does: - Bi-temporal validity: event time (when was the fact true) + transaction time (when did we learn it), following Graphiti's model. - Hybrid retrieval: vector similarity + BM25 merged with Reciprocal Rank Fusion. - Episode segmentation: groups messages before extraction. - Contradiction handling: new facts invalidate old ones, with full audit trail. Proc...