Havuz

watermarks-remover, kullanıcının sahip olduğu içeriklerdeki görünür olmayan metin işaretlerini ve dosya provenance metadata’sını temizlemek için Python service ve agent skill sunuyor.

Neden yükseliyor · 47 günde 22.900 yıldız ve son 28 günde 64 commit ile 18 farklı yazar kayda değer ilgi ve geliştirme temposu gösteriyor. Yükselişin kesin nedenini verilen verilerden çıkarmak mümkün değil; AI provenance ve gizlilik konularına dönük ilgi olası etkenler.

Python library ve CLI olarak görsel ve videolardaki bazı AI watermark işaretlerini ve provenance metadata'sını bulup kaldırmaya yönelik araçlar sunuyor.

Neden yükseliyor · 186 günlük bir repoda 5685 yıldız ve son 28 günde 150 commit dikkat çekiyor; bu, ilgi ve geliştirme etkinliği için güçlü bir sinyal. Ancak bu artışın nedenini veya kullanım başarısını verilen verilerden doğrulamak mümkün değil; son dönemdeki 3 farklı yazar katkının dar bir grupta yoğunlaşabileceğini gösteriyor.

Tamper-evident tracing, policy gates and cross-checks for AI agents: see what the agent did, and why.

The open-source governance layer for AI agents: write the rules declaratively, Bernstein enforces them and produces the verifiable, replayab

An open-source, PyTorch-like runtime for dynamic multi-agent and multi-session workflows.

CLI-first hub for agent skills: one npx install, manage in chat, distribute to 70+ agents

The black box for AI-written code. Passive decision graph linking every commit to the agent prompts behind it: drift detection, DLP audit of

Feed your agent papers and half-formed ideas — it links them into a system design you can defend. Markdown keeps the record; a visual canvas

Evidence validation and policy engine for AI-assisted biological curation

Open-source memory runtime for AI agents — reproducible, provenance-tagged context bundles instead of query-time retrieval. Apache-2.0, self

Minimal Ed25519-signed activity receipts for verifiable AI agents — self-attested, offline-verifiable, no blockchain.

Lossless, local, provable memory for AI agents: every Claude Code session kept on your own computer, word for word, compressed and sealed, a

Governed, provenance-sealed creative rendering for Databricks — a Streamlit App + Unity Catalog ai_render() function that turns any governed

Local-first cross-session long-term memory for DeepSeek Harness — 22 narrow tools, hybrid FTS5 + local-vector retrieval, evidence gate, prov

Provenance-aware runtime security for AI agents with deterministic ALLOW / REVIEW / BLOCK enforcement.

Local-first, governed documentation for humans and AI agents—mirror Office, PDF, and GitHub sources into linked Markdown knowledge workspace

Find which script, notebook, data, command, or AI agent produced a file — locally, with evidence and honest uncertainty.

铃音的记忆写入协议 - an informatics protocol: fragmented, cue-based, symbolic, highly compressed information for AI agents; usable for memory writing

A local-first coding agent that doesn't take "done" on faith: the engine keeps the run going until the project's own tests pass, and every g

Cairn.ink Memory: lightweight cross-session memory for AI agents, with receipts.

A scientific-method runtime for AI agents: hypotheses, experiments, evidence, provenance, reproducibility, and auditable conclusions.

Research artifacts for provenance-bound agent authorization, signed effect evidence, and reproducible security evaluation.

A work-centered runtime for agentic software engineering. Work persists; agents, context, and graphs assemble around it.

the governed runtime for agent skill workflows, off the leash but on the record

A memory that's external, shareable & verifiable. Complements web search for real world tasks.

Agentic GraphRAG is an open source framework that builds a graph connecting your enterprise knowledge to the conversations your agents have

Security-oriented three-axis observability for sandboxed AI agents: model intent, app context, and runtime telemetry into verifiable evidenc

Grade every agent, scraper and model in a claim's chain — provenance, trust scoring and audit evidence for LLM pipelines

Invisible, key-verifiable watermarks for AI/LLM-generated text — SynthID-Text-style, in Rust + WebAssembly (Node + browser). Live playground

Version control for AI agent memory. Commit, branch, merge, blame and time-travel what your agents know.

Local-first verification layer for AI agents: evidence, provenance, policy gates, human approval, and auditable Trust Receipts before a clai

Extracts claims from SOPs, policies and regulations, has a person approve or reject each one, then serves the approved set to agents over MC

Relational codebase compiler and spec-driven containment engine for AI coding agents. Compiles polyglot repos (Rust, Python, TS, Go, C/C++,

AI agents should not make irreversible changes. TraceFold escrows the inverse before an effect lands, or refuses it, and issues receipts any

Privacy-aware environmental digital twin for ambient/RF sensing in Rust — a typed, provenance-tracked graph of rooms, sensors, people & beli

Decision provenance and data-flow tracking for coding agents: computes what changed in your code and data, records why it changed, and surfa

Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and pgve

Test what AI watermark and provenance evidence exists, whether it verifies, and what survives publishing.

A verifiable local memory architecture for long-running AI agents

Tamper-evident evidence and verification layer for AI agents. Verify any agent's session offline with just openssl. No cloud, no lock-in.

Provena : Context governance for agentic AI — tamper-evident audit trails, provenance validation, EU AI Act compliance. 6 framework adapters

Agent memory that needs no API key, no LLM, and no embedding provider. One command on Bun and it is serving MCP over stdio against a local S

Lightweight RAG provenance middleware. Verifies every claim in an LLM response is grounded in a retrieved source - without an LLM call.

Permanent code intelligence layer. Learns what matters, expires what changed, proves what existed. Content-addressed graph with Merkle proof

a DSL for automated deterministic rules. Built for AI agents and quantitative Trading systems.

FinishUP — local-first structured work evidence, deterministic checks, and honest verification receipts.

WAKE.md for AI agents: compile project state so agents stop starting cold.

Local-first, auditable memory for AI agents, with governed retrieval, delegated context delivery, and verifiable execution evidence. Works w

Live audit log of every command, file, and network connection a Claude Code (or any matched) session makes, from the kernel.

Open-source MCP server over a git-backed Obsidian vault. Single-user, self-host. Six tools, hybrid search, provenance/blame, auto-link disco