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AI memory should be a product state, not a prompt trick

Yana Li4d ago • 7 min read

AI memory should be a product state, not a prompt trick

I ran into a memory problem while building a reflective AI product. The easy version of AI memory i...

#ai#webdev#architecture#privacy

8 9

How I Built an Adversarial AI Council in React (and Why It Argues With You)

Stephen Dale6d ago • 3 min read

How I Built an Adversarial AI Council in React (and Why It Argues With You)

A local-first, single-file SPA where multiple agents debate your decision and hand you a...

#ai#webdev#indiedev#privacy

5 6

Chrome Put a 4GB AI Model on Your Computer: What Gemini Nano Means for Privacy

mrtdJun 17, 2026 • 3 min read

Chrome Put a 4GB AI Model on Your Computer: What Gemini Nano Means for Privacy

Recent Chrome builds ship Gemini Nano — a ~4GB on-device AI model — downloaded in the background to ...

#security#privacy#technology#chrome

1 1

PII Redaction Built Entirely in the Browser

prajyu4d ago • 2 min read

PII Redaction Built Entirely in the Browser

Hey everyone! I’m gearing up to launch a new project I’ve been pouring a lot of love into. It's...

#webdev#llm#privacy#nextjs

4 4

I built an Aadhaar QR reader that works 100% offline — no server, no data leak

Pt. Prashant tripathiJun 16, 2026 • 4 min read

I built an Aadhaar QR reader that works 100% offline — no server, no data leak

Every time I handed my Aadhaar card to someone for KYC, one thought kept nagging me: Where is this...

#javascript#webdev#privacy#qr

1 1

I built an image compressor that hits an exact KB size — and never uploads your files

Talha AsjadJun 17, 2026 • 4 min read

I built an image compressor that hits an exact KB size — and never uploads your files

TL;DR: Online forms demand images under a hard limit — "signature under 20 KB," "photo under 50 KB."...

#webdev#javascript#privacy#showdev

3 1

I Built a PII Firewall for LLMs in a Weekend (and Caught My Own Leak)

Sourish Chakraborty6d ago • 7 min read

I Built a PII Firewall for LLMs in a Weekend (and Caught My Own Leak)

How I built an open-source PII firewall and governance policy engine for LLMs — blocks sensitive dat...

#llm#security#opensource#privacy

1 3

Streamlit dashboards meet AI coding: an end-to-end privacy workflow

Genevieve Breton2d ago • 8 min read

Streamlit dashboards meet AI coding: an end-to-end privacy workflow

The previous articles each closed one leak. A real Streamlit + pandas dashboard leaks through five a...

#python#streamlit#ai#privacy

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I switched on production evals for my LLM app — and they scored nothing

M Hossein1d ago • 5 min read

I switched on production evals for my LLM app — and they scored nothing

What data privacy taught me about online evals, and why I stopped treating LLM prompts like magic an...

#llm#monitoring#privacy#testing

0 0

Is that 'free file converter' uploading your file? A 60-second DevTools audit

xiaomei Lu2d ago • 5 min read

Is that 'free file converter' uploading your file? A 60-second DevTools audit

You drag a sensitive PDF — a contract, a passport scan, a payslip — onto some "100% free, secure,...

#privacy#webdev#security#tutorial

0 0

Your p2p doesn't need the cloud. Peer-to-Peer Communication Protocols for Mesh Networks proves it.

Lois-Kleinner2d ago • 4 min read

Your p2p doesn't need the cloud. Peer-to-Peer Communication Protocols for Mesh Networks proves it.

**Peer-to-Peer Communication Protocols for Mesh Networks** --- ## The Problem Peer-to-peer communica...

#security#opensource#privacy#research

0 0

We solved hash-chained audit trails for ai-assisted software developme without telling anyone's server.

Lois-Kleinner2d ago • 4 min read

We solved hash-chained audit trails for ai-assisted software developme without telling anyone's server.

**Hash-Chained Audit Trails for AI-Assisted Software Development** --- ## The Problem The integratio...

#security#opensource#privacy#research

0 0

I built research - Document 04 ? RAG and Knowledge Retrieval in 2 months. Zero cloud. Zero compromise.

Lois-Kleinner2d ago • 4 min read

I built research - Document 04 ? RAG and Knowledge Retrieval in 2 months. Zero cloud. Zero compromise.

**research - Document 04 ? RAG and Knowledge Retrieval** --- ## The Problem This document presents t...

#security#opensource#privacy#research

0 0

Ephemeral Browsing and Cryptographic Memory Shredding for Fo doesn't phone home. It doesn't need to.

Lois-Kleinner2d ago • 4 min read

Ephemeral Browsing and Cryptographic Memory Shredding for Fo doesn't phone home. It doesn't need to.

**Ephemeral Browsing and Cryptographic Memory Shredding for Forensic Resistance** --- ## The Problem...

#security#opensource#privacy#research

0 0

There is no patch for cloud browser engine. Only Spatial Web Browsing.

Lois-Kleinner2d ago • 4 min read

There is no patch for cloud browser engine. Only Spatial Web Browsing.

**Spatial Web Browsing: Infinite Canvas as a Cognitive Workspace Paradigm for Information Management...

#security#opensource#privacy#research

0 0

I built Open Source Governance for AI Coding Agents in 2 months. Zero cloud. Zero compromise.

Lois-Kleinner2d ago • 4 min read

I built Open Source Governance for AI Coding Agents in 2 months. Zero cloud. Zero compromise.

**Open Source Governance for AI Coding Agents** --- ## The Problem The rapid proliferation of AI-ass...

#security#opensource#privacy#research

0 0

NeuroImprint Detector: Audita adapters PEFT para detectar backdoors de privacidad en Federated Learning

Fenix4d ago • 3 min read

NeuroImprint Detector: Audita adapters PEFT para detectar backdoors de privacidad en Federated Learning

Herramienta de auditoría que detecta si un adapter PEFT contiene un backdoor NeuroImprint que memori...

#ai#security#python#privacy

0 1

We solved ed25519 signature security and post-quantum considerations without telling anyone's server.

Lois-Kleinner2d ago • 4 min read

We solved ed25519 signature security and post-quantum considerations without telling anyone's server.

**Ed25519 Signature Security and Post-Quantum Considerations** --- ## The Problem Ed25519 has become...

#security#opensource#privacy#research

0 0

You don't need a datacenter for crdt convergence guarantees for offline p2p networks. We proved it.

Lois-Kleinner2d ago • 4 min read

You don't need a datacenter for crdt convergence guarantees for offline p2p networks. We proved it.

**CRDT Convergence Guarantees for Offline P2P Networks** --- ## The Problem Conflict-free Replicated...

#security#opensource#privacy#research

0 0

The cloud was never necessary for Hash-Chain Integrity for Distributed Conversation Logs. Here's why.

Lois-Kleinner2d ago • 4 min read

The cloud was never necessary for Hash-Chain Integrity for Distributed Conversation Logs. Here's why.

**Hash-Chain Integrity for Distributed Conversation Logs** --- ## The Problem The integrity of distr...

#security#opensource#privacy#research

0 0

We fixed privacy-preserving local llm inference for developer tooling ? without a single API call.

Lois-Kleinner2d ago • 4 min read

We fixed privacy-preserving local llm inference for developer tooling ? without a single API call.

**Privacy-Preserving Local LLM Inference for Developer Tooling** --- ## The Problem The prolifera...

#privacy#llm#security#opensource

0 0

Privacy Implications of Local vs Cloud AI Inference changes everything about p2p.

Lois-Kleinner2d ago • 3 min read

Privacy Implications of Local vs Cloud AI Inference changes everything about p2p.

**Privacy Implications of Local vs Cloud AI Inference** --- ## The Problem The integration of artifi...

#security#opensource#privacy#research

0 0

Every browser engine company builds on rented land. Anti-Enshittification doesn't.

Lois-Kleinner2d ago • 3 min read

Every browser engine company builds on rented land. Anti-Enshittification doesn't.

**Anti-Enshittification: AI-Powered Browser Defenses Against Dark Patterns and Manipulative UI** ---...

#security#opensource#privacy#research

0 0

Your api gateway doesn't need the cloud. Automated Regulatory Compliance Evidence Generation from Cry proves it.

Lois-Kleinner2d ago • 4 min read

Your api gateway doesn't need the cloud. Automated Regulatory Compliance Evidence Generation from Cry proves it.

**Automated Regulatory Compliance Evidence Generation from Cryptographic Audit Trails** --- ## The P...

#security#opensource#privacy#research

0 0

Tech Articles

AI memory should be a product state, not a prompt trick

How I Built an Adversarial AI Council in React (and Why It Argues With You)

Chrome Put a 4GB AI Model on Your Computer: What Gemini Nano Means for Privacy

PII Redaction Built Entirely in the Browser

I built an Aadhaar QR reader that works 100% offline — no server, no data leak

I built an image compressor that hits an exact KB size — and never uploads your files

I Built a PII Firewall for LLMs in a Weekend (and Caught My Own Leak)

Streamlit dashboards meet AI coding: an end-to-end privacy workflow

I switched on production evals for my LLM app — and they scored nothing

Is that 'free file converter' uploading your file? A 60-second DevTools audit

Your p2p doesn't need the cloud. Peer-to-Peer Communication Protocols for Mesh Networks proves it.

We solved hash-chained audit trails for ai-assisted software developme without telling anyone's server.

I built research - Document 04 ? RAG and Knowledge Retrieval in 2 months. Zero cloud. Zero compromise.

Ephemeral Browsing and Cryptographic Memory Shredding for Fo doesn't phone home. It doesn't need to.

There is no patch for cloud browser engine. Only Spatial Web Browsing.

I built Open Source Governance for AI Coding Agents in 2 months. Zero cloud. Zero compromise.

NeuroImprint Detector: Audita adapters PEFT para detectar backdoors de privacidad en Federated Learning

We solved ed25519 signature security and post-quantum considerations without telling anyone's server.

You don't need a datacenter for crdt convergence guarantees for offline p2p networks. We proved it.

The cloud was never necessary for Hash-Chain Integrity for Distributed Conversation Logs. Here's why.

We fixed privacy-preserving local llm inference for developer tooling ? without a single API call.

Privacy Implications of Local vs Cloud AI Inference changes everything about p2p.

Every browser engine company builds on rented land. Anti-Enshittification doesn't.

Your api gateway doesn't need the cloud. Automated Regulatory Compliance Evidence Generation from Cry proves it.