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Edison Flores

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Training an LSTM, an autoencoder and a fault classifier entirely in the browser: the architecture of VIGÍA-ML

Training an LSTM, an autoencoder and a fault classifier entirely in the browser: the architecture of VIGÍA-ML

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3 min read

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How to add trust verification to Cline (autonomous coding agent) in 5 minutes

How to add trust verification to Cline (autonomous coding agent) in 5 minutes

Comments
2 min read
v5.4 + v6.0 shipped — attack chain detection, data flow tracking, cross-agent trust, and memory poisoning detection

v5.4 + v6.0 shipped — attack chain detection, data flow tracking, cross-agent trust, and memory poisoning detection

Comments
2 min read
J'ai scanné 9 248 serveurs MCP. Voici ce que j'ai découvert sur la sécurité des agents.

J'ai scanné 9 248 serveurs MCP. Voici ce que j'ai découvert sur la sécurité des agents.

Comments
4 min read
Saya memindai 9.248 server MCP. Berikut temuan saya tentang keamanan agen.

Saya memindai 9.248 server MCP. Berikut temuan saya tentang keamanan agen.

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3 min read
9,248개의 MCP 서버를 스캔했습니다. 에이전트 보안에 대한 발견.

9,248개의 MCP 서버를 스캔했습니다. 에이전트 보안에 대한 발견.

Comments
1 min read
Ich habe 9.248 MCP-Server gescannt. Hier ist, was ich über die Sicherheit der Agenten gefunden habe.

Ich habe 9.248 MCP-Server gescannt. Hier ist, was ich über die Sicherheit der Agenten gefunden habe.

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3 min read
Tôi đã quét 9.248 máy chủ MCP. Dưới đây là những gì tôi phát hiện về bảo mật agent.

Tôi đã quét 9.248 máy chủ MCP. Dưới đây là những gì tôi phát hiện về bảo mật agent.

Comments
5 min read
9.248 MCP sunucusu taramam: İşte ajan güvenliği hakkında bulduklarım.

9.248 MCP sunucusu taramam: İşte ajan güvenliği hakkında bulduklarım.

Comments
4 min read
مسحت 9,248 خادم MCP. إليك ما اكتشفته عن أمن الوكلاء.

مسحت 9,248 خادم MCP. إليك ما اكتشفته عن أمن الوكلاء.

Comments
1 min read
Я просканировал 9 248 MCP-серверов. Вот что я обнаружил об их безопасности.

Я просканировал 9 248 MCP-серверов. Вот что я обнаружил об их безопасности.

Comments
1 min read
9,248個のMCPサーバをスキャン。エージェントセキュリティに関する発見。

9,248個のMCPサーバをスキャン。エージェントセキュリティに関する発見。

Comments
1 min read
我扫描了 9,248 个 MCP 服务器。以下是我关于代理安全的发现。

我扫描了 9,248 个 MCP 服务器。以下是我关于代理安全的发现。

Comments
1 min read
Escaneei 9.248 servidores MCP. Veja o que encontrei sobre segurança de agentes.

Escaneei 9.248 servidores MCP. Veja o que encontrei sobre segurança de agentes.

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3 min read
I scanned 9,248 MCP servers. Here's what I found about agent security.

I scanned 9,248 MCP servers. Here's what I found about agent security.

Comments
7 min read
UTA v5.1 retrospective — 3 features, 4 fixes, and the peer review that caught everything

UTA v5.1 retrospective — 3 features, 4 fixes, and the peer review that caught everything

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3 min read
UTA v1.1.0 — Universal Trust Adapter: 8 formats, 12-stage pipeline, 14/14 audit findings fixed

UTA v1.1.0 — Universal Trust Adapter: 8 formats, 12-stage pipeline, 14/14 audit findings fixed

Comments
3 min read
I got banned from GitHub for 2 weeks. Here's what I learned about single-platform dependency.

I got banned from GitHub for 2 weeks. Here's what I learned about single-platform dependency.

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Comments 1
3 min read
UTA v1.0.0 — full status report: 96 articles, 2,276 NPM downloads, here's what's next

UTA v1.0.0 — full status report: 96 articles, 2,276 NPM downloads, here's what's next

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5 min read
Re: community comments — answers to 9 reviewers in one place

Re: community comments — answers to 9 reviewers in one place

Comments
5 min read
Re: @neelagiri65 — what the trojan actually accessed, and per-layer catch counts

Re: @neelagiri65 — what the trojan actually accessed, and per-layer catch counts

Comments
2 min read
Re: @wrencalloway — thanks for the 4 comments, here's what changed because of them

Re: @wrencalloway — thanks for the 4 comments, here's what changed because of them

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2 min read
Re: @mads_hansen — answers to your 6 comments across the audit pipeline articles

Re: @mads_hansen — answers to your 6 comments across the audit pipeline articles

Comments
4 min read
Re: @anp2network — vectors are public, canonical bytes are pinned, run your verifier

Re: @anp2network — vectors are public, canonical bytes are pinned, run your verifier

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5 min read
Re: @mads_hansen — you were right, here is what changed

Re: @mads_hansen — you were right, here is what changed

Comments
2 min read
Re: @anp2network — fixtures shipped first, evidence-carrying response shipped second

Re: @anp2network — fixtures shipped first, evidence-carrying response shipped second

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2 min read
Re: @topstar_ai — yes, let's talk collaboration (and answers to your questions)

Re: @topstar_ai — yes, let's talk collaboration (and answers to your questions)

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2 min read
Re: @wrencalloway — thanks for following along, here's what shipped since

Re: @wrencalloway — thanks for following along, here's what shipped since

Comments
1 min read
UTA v1.0.0 — Universal Trust Adapter: The USB-C of Agent Trust

UTA v1.0.0 — Universal Trust Adapter: The USB-C of Agent Trust

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3 min read
UTA — Universal Trust Adapter: The USB-C of Agent Trust

UTA — Universal Trust Adapter: The USB-C of Agent Trust

Comments
3 min read
MarketNow is now Trust Infrastructure for AI Agents — unified Trust API live

MarketNow is now Trust Infrastructure for AI Agents — unified Trust API live

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4 min read
Re: community feedback round — runtime enforcement, provenance, and what each layer actually catches

Re: community feedback round — runtime enforcement, provenance, and what each layer actually catches

Comments
7 min read
Re: @anp2network — forward-slash bug FIXED, your verifier now passes

Re: @anp2network — forward-slash bug FIXED, your verifier now passes

Comments
2 min read
ATC/1.0 update — 57 cards live, 1 critical bug found, fix timeline

ATC/1.0 update — 57 cards live, 1 critical bug found, fix timeline

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4 min read
回复:审计严格度 vs 性能开销的平衡 — 我们在生产环境的做法

回复:审计严格度 vs 性能开销的平衡 — 我们在生产环境的做法

Comments
2 min read
Re: dynamic trust verification + production MCP security collaboration

Re: dynamic trust verification + production MCP security collaboration

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4 min read
Re: ATC verification failure report — you're right, here's the fix

Re: ATC verification failure report — you're right, here's the fix

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5 min read
ATC/1.0 — shipping a formal spec for Agent Trust Cards instead of arguing about who invented them

ATC/1.0 — shipping a formal spec for Agent Trust Cards instead of arguing about who invented them

Comments
9 min read
Hardening an MCP server for autonomous agents — 4 rules I learned the hard way

Hardening an MCP server for autonomous agents — 4 rules I learned the hard way

Comments
9 min read
MarketNow now maps 100% to the OWASP MCP Security Cheat Sheet

MarketNow now maps 100% to the OWASP MCP Security Cheat Sheet

Comments
3 min read
MarketNow v5.0: We pivoted from marketplace to security infrastructure for AI agents

MarketNow v5.0: We pivoted from marketplace to security infrastructure for AI agents

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2 min read
MarketNow 3.0: Sentinel MCP Interceptor, x402 streaming payments, and agent skill stacks

MarketNow 3.0: Sentinel MCP Interceptor, x402 streaming payments, and agent skill stacks

Comments
2 min read
Reply to mads_hansen: L1.9 screening (renamed from firewall), labeled corpus, MITRE ATT&CK versioning

Reply to mads_hansen: L1.9 screening (renamed from firewall), labeled corpus, MITRE ATT&CK versioning

Comments
1 min read
Reply to topstar_ai: Sentinel score, Ed25519, and external reputation factors

Reply to topstar_ai: Sentinel score, Ed25519, and external reputation factors

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1 min read
Replies to ecosystem feedback: i18n, sandboxing, install paths, and the ACP layer

Replies to ecosystem feedback: i18n, sandboxing, install paths, and the ACP layer

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4 min read
Replies to ATC feedback: canonicalization, key rotation, and the verifier contract

Replies to ATC feedback: canonicalization, key rotation, and the verifier contract

Comments 1
4 min read
Replies to security architecture feedback: layered defense, runtime enforcement, and tool-surface governance

Replies to security architecture feedback: layered defense, runtime enforcement, and tool-surface governance

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Comments 1
7 min read
Replies to community feedback on L1.9, L3, and the cross-agent trust stack

Replies to community feedback on L1.9, L3, and the cross-agent trust stack

Comments
4 min read
免费MCP安全审计 — 10层审计 + Ed25519信任卡 (中文版)

免费MCP安全审计 — 10层审计 + Ed25519信任卡 (中文版)

Comments 2
1 min read
Verify any MCP server trust in 1 command (free, Ed25519, no auth)

Verify any MCP server trust in 1 command (free, Ed25519, no auth)

Comments 3
1 min read
I posted my free MCP marketplace on 30+ repos. Here is what happened (and what you can copy)

I posted my free MCP marketplace on 30+ repos. Here is what happened (and what you can copy)

Comments
2 min read
MCP Security 101: Capítulo 5 — Monitoreo continuo y drift detection

MCP Security 101: Capítulo 5 — Monitoreo continuo y drift detection

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2 min read
MCP Security 101: Capítulo 4 — 28 firmas de familias de malware

MCP Security 101: Capítulo 4 — 28 firmas de familias de malware

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2 min read
MCP Security 101: Capítulo 3 — 32 reglas contra inyección de prompts

MCP Security 101: Capítulo 3 — 32 reglas contra inyección de prompts

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2 min read
MCP Security 101: Capítulo 2 — Sandbox Docker y exfiltración

MCP Security 101: Capítulo 2 — Sandbox Docker y exfiltración

Comments
1 min read
MCP Security 101: Capítulo 1 — Por qué tu MCP server necesita auditoría

MCP Security 101: Capítulo 1 — Por qué tu MCP server necesita auditoría

Comments
3 min read
AliceLabs Partnership Program — free alliance for agent trust (no payment, no lock-in)

AliceLabs Partnership Program — free alliance for agent trust (no payment, no lock-in)

Comments
1 min read
Mercado MCP con auditoría de seguridad gratis (10 capas, Ed25519, todo $0)

Mercado MCP con auditoría de seguridad gratis (10 capas, Ed25519, todo $0)

Comments
1 min read
How to integrate your agent framework with MarketNow (free ATC + 9,248 skills)

How to integrate your agent framework with MarketNow (free ATC + 9,248 skills)

Comments
2 min read
Free MCP Security Challenge: submit your server, get a 10-layer audit

Free MCP Security Challenge: submit your server, get a 10-layer audit

Comments
2 min read
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