Anil Prasad

25yr AI/ML leader. $4B+ outcomes. Built production AI at for fortune 100. Created G-ARVIS framework. Founder @Ambhari

[Anil Prasad @anilsprasad]

Week five starts tomorrow.

Chrome extension: live. PII/PHI/PCI protection: shipping. Compliance reports: one line of code.

The governance layer your AI infrastructure needs is open source and available today.

→ https://t.co/fRo3cDVMwk → https://t.co/8ipyPtjQKg

#AgentMesh #BuildInPublic #AI #WeekAhead #HumanWritten

[Anil Prasad @anilsprasad]

PRs welcome.

→ https://t.co/rjeAZXLvcX

[Anil Prasad @anilsprasad]

Week five starts tomorrow.

Chrome extension is live. The security features are shipping. The use cases are wider than I expected.

Here is everything coming this week. 🧵

[Anil Prasad @anilsprasad]

If you are building AI governance infrastructure and want to contribute:

Three features most requested this week: Redis distributed cache. VS Code extension. Slack/PagerDuty alert webhook.

What is the one AI governance problem you cannot solve with existing tools?

#AgentMesh #AI #BuildInPublic #WeekAhead #HumanWritten #ExpertiseFromField

[Anil Prasad @anilsprasad]

This week I am watching:

Prompt injection attacks are increasing now that more enterprises are deploying production agents.

The 14-rule injection detection in AgentMesh covers DAN attacks, roleplay jailbreaks, role confusion, and encoding tricks.

Thread on all 14 rules coming Wednesday.

[Anil Prasad @anilsprasad]

Tuesday June 30: https://t.co/sr3c9GOdT4 article drops free.

The AgentMesh governance architecture - how to deploy a full governance plane for AI agents in 60 seconds.

Free. No account required to read. Paid Substack subscribers have had it since June 22.

[Anil Prasad @anilsprasad]

Monday June 29: Substack deep dive.

AgentMesh architecture internals - paid subscribers first.

DID identity. Ed25519 audit chain. Budget enforcer.

Circuit breaker. How each layer works under the hood.

Full implementation guide with code. 8:30 AM.

[Anil Prasad @anilsprasad]

The OWASP Top 10 for LLM applications was published in 2023.

By 2026, the real world has advanced past the base list.

Prompt injection has evolved from parlor tricks to a bona fide breach technique.

PII leakage is not accidental anymore it is a predictable consequence of how people actually work.

The organizations that thrive will be the ones that give employees AI tools that are both useful and governed.

Not by banning AI. By building the governance plane underneath it.

That is what AgentMesh is.

#AIGovernance #OWASP #AgentMesh #Security

[Anil Prasad @anilsprasad]

The moment that mattered most this week was not the Google approval.

It was a message from a nurse who had been accidentally sharing patient data with an AI tool and did not know.

Build for the use case you imagined. Ship for the people who actually need it.

→ https://t.co/fRo3cDWklS
#AgentMesh #Founder #DataPrivacy #HumanWritten

[Anil Prasad @anilsprasad]

I do not often ask for something directly.

Today I will.

If the AgentMesh content this week helped you think differently about AI governance, there are two ways to go deeper:

The technical architecture deep dive - DID identity, Ed25519 audit chain, budget enforcement internals - goes to Substack paid subscribers first.

It drops Sunday morning. Before anywhere else.

→ https://t.co/8ipyPtkozO

And if you have not starred the repo: → https://t.co/fRo3cDWklS

That is it. Two links. Both free to visit. One costs $10/month if you want the depth.

#AgentMesh #SubstackPremium #AI

[Anil Prasad @anilsprasad]

If you found something useful in this week's content:

One thing that takes 8 seconds: Star the repo.
One thing that takes 30 seconds: Share this thread with your security team.

One thing that takes 2 minutes: pip install agentmesh-proxy and run the benchmark.
→ https://t.co/fRo3cDVMwk

Good weekend. Build something that protects people, not just infrastructure.

#AgentMesh #Founder #AI #DataPrivacy #BuildInPublic #HumanWritten #ExpertiseFromField

[Anil Prasad @anilsprasad]

This week Google approved the AgentMesh Chrome extension.

But the moment that mattered most was not the approval.

It was a message from a nurse I did not expect. 🧵

[Anil Prasad @anilsprasad]

What comes next:

VS Code extension - bring the same governance to the IDE. Every Copilot call, governed.

Redis distributed cache - shared semantic cache across enterprise proxy instances.

OpenTelemetry export - governance data to your existing observability stack.

Slack alerts - real-time notifications when PII is detected, injection is blocked, or spend spikes.

[Anil Prasad @anilsprasad]

What this week taught me about building in public:

The people who need your work most are not always the people you imagined.

I built AgentMesh for platform teams at Google, Meta, and NVIDIA. It is being used by nurses, analysts, and solo engineers who just want to not accidentally leak a credit card number.

Build for the use case. Ship for everyone.

[Anil Prasad @anilsprasad]

That is the problem I built AgentMesh for.

Not the engineer who should know better.

The clinician who is trying to help patients faster and has no idea the tool they are using is sending PHI to an external API without any governance layer.

The governance has to be invisible. It has to work before anyone makes a mistake.

[Anil Prasad @anilsprasad]

She works at a mid-size hospital.

She had been using an AI tool to help write care plan summaries. Standard workflow. Her colleagues do it.
Then she read the thread about PHI interception.

She went back and looked at her prompts.

Patient names. MRNs. ICD-10 codes. Medications. In every summary she had generated.

She had not known. Nobody had told her.

[Anil Prasad @anilsprasad]

85% of requests to our proxy never reached the LLM.

20 real requests. 17 cache hits. 3 cold starts.

75% cost reduction. $0.00004 effective cost per request.

Here is the exact mechanism. 🧵

[Anil Prasad @anilsprasad]

One line of Python generates a HIPAA compliance report for every AI call your team has made.

One more line generates the EU AI Act report.

Another for SOC2. Another for NIST AI RMF.

This is what enterprise AI governance looks like when it is built into the infrastructure. 🧵

[Anil Prasad @anilsprasad]

Four compliance frameworks. One audit trail. Zero code changes to your agents.

HIPAA. EU AI Act. SOC2. NIST AI RMF.

All generated from the live governance log.

→ https://t.co/rjeAZXLvcX

#Compliance #HIPAA #EUAIAct #AIGovernance #HumanWritten

[Anil Prasad @anilsprasad]

The compliance question nobody wants to hear:

"Can you show us your AI audit trail for the past 90 days?"
Most engineering teams have:

→ No audit trail for AI calls → No record of what data was sent to which model → No log of which team spent what → No proof of PII masking events

AgentMesh builds this trail automatically for every AI call. Ed25519-signed. Tamper-evident.

The auditor gets a PDF. You get to keep your job.

Does your team have an AI audit trail today?

#AIGovernance #Compliance #HIPAA #SOC2 #AgentMesh