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I Stopped Trusting AI Agents With Tools. So I Built a Gatekeeper.

Debashish Ghosal6d ago • 14 min read

I Stopped Trusting AI Agents With Tools. So I Built a Gatekeeper.

Update 08/15 0.2.0 Released github.com/deghosal-2026/agent-tooltrust · pip install agent-tooltrust...

#ai#agents#security#gatekeeper

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How I Built a Kiro Crew App in 5 Minutes - Full Tutorial With Code

Sarvar Nadaf1d ago • 7 min read

How I Built a Kiro Crew App in 5 Minutes - Full Tutorial With Code

5-min demo: custom agent + skill + cron job + dashboard page, installed live with one curl command. ...

#agents#ai#showdev#opensource

10 1

Your agent ignored a failed tool call. Here's how to catch that in CI.

Ashwin Ugale2d ago • 5 min read

Your agent ignored a failed tool call. Here's how to catch that in CI.

You ship an AI agent. It calls tools, reads results, calls more tools, answers. Most of the time it....

#ai#python#opensource#agents

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How to Improve Playwright Test Coverage Using Agent Context

Rizèl Scarlett2d ago • 7 min read

How to Improve Playwright Test Coverage Using Agent Context

I don’t know how to play an instrument, so obviously I built one as an app. Literally, everyone in m...

#ai#agents#entire#playwright

0 1

How do you form a group nobody can admit they're in?

Danish ali siddiqui3d ago • 6 min read

How do you form a group nobody can admit they're in?

Arun invoiced a design agency ₹1,20,000 in January. It's August. He is in a 4,000-member designers'...

#ai#python#architecture#agents

14 3

Your Coding Agent Probably Doesn’t Need a Memory SaaS

Artem Golub5d ago • 2 min read

Your Coding Agent Probably Doesn’t Need a Memory SaaS

I kept seeing SaaS products for coding-agent memory. The continuity I actually needed fit in one...

#ai#agents#development#productivity

6 3

Codex vs. Claude Code at Liar's Dice: the Winning Bluff Was the Truth

Haoxiang Li2d ago • 8 min read

Codex vs. Claude Code at Liar's Dice: the Winning Bluff Was the Truth

One authoritative engine, two seat-locked MCP servers, three best-of-threes, and a 3-millisecond...

#llm#mcp#ai#agents

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Agent Memory: Everything It Remembers Has the Same Authority, and That Is the Bug

Edward Izgorodin10h ago • 5 min read

Agent Memory: Everything It Remembers Has the Same Authority, and That Is the Bug

Every team that wires long-term memory into a coding agent hits the same wall about three weeks in.....

#ai#agents#architecture#llm

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Stealing Reasoning Traces from LLM APIs: How It Works and What to Audit

jamilxt5d ago • 8 min read

Stealing Reasoning Traces from LLM APIs: How It Works and What to Audit

A paper from researchers at ELLIS Institute Tübingen, the Max Planck Institute for Intelligent...

#ai#security#llm#agents

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Your AI Agent Doesn't Need More Memory. It Needs Receipts.

anassBld4d ago • 4 min read

Your AI Agent Doesn't Need More Memory. It Needs Receipts.

An AI agent can remember a 30-page conversation and still perform the same action twice. It sends a...

#ai#agents#architecture#discuss

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Building KisanVani (किसान वाणी): An Ultra-Low-Latency Multilingual Voice Agent for Indian Agriculture with Murf Falcon & LiveKit

dharmesh jagatiya4d ago • 6 min read

Building KisanVani (किसान वाणी): An Ultra-Low-Latency Multilingual Voice Agent for Indian Agriculture with Murf Falcon & LiveKit

🌾 1. The Problem & The Mission Across rural India, millions of farmers rely on timely...

#agents#ai#devchallenge

2 1

10 Days to Build a Voice AI Tutor: The Good, The Bad, and The "Why Is It Silent?!"

Satwik M N4d ago • 7 min read

10 Days to Build a Voice AI Tutor: The Good, The Bad, and The "Why Is It Silent?!"

I Built a Voice-First AI Tutor for Bharat in 10 Days 🇮🇳 — Here’s My Complete Journey Over the pas...

#agents#ai#devchallenge#tutorial

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Building AarogyaMitra: My 10-Day Journey Building a Voice AI Agent for Healthcare Access

Vamshi Krishna4d ago • 10 min read

Building AarogyaMitra: My 10-Day Journey Building a Voice AI Agent for Healthcare Access

From a Simple Voice Conversation to a Multi-Capability Healthcare Voice Agent Over the...

#agents#ai#devchallenge

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Sehat Sathi: Building a Voice Agent for Health Access in Bharat

Subrat Gouda4d ago • 5 min read

Sehat Sathi: Building a Voice Agent for Health Access in Bharat

A 10-day journey building a multilingual health-access voice assistant with Murf Falcon, LiveKit, an...

#agents#ai#devchallenge

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How to Require Step-Up Auth Before a Claude Agent's Destructive Actions With Kinde

Shola Jegede6d ago • 22 min read

How to Require Step-Up Auth Before a Claude Agent's Destructive Actions With Kinde

An agent deleted a document at 22:45. The person who authorised it had signed in at 16:57. Nobody.....

#kinde#ai#claude#agents

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Claude Agent SDK vs Claude Code: When To Reach For Which

Robert5d ago • 4 min read

Claude Agent SDK vs Claude Code: When To Reach For Which

Both ship from the same team, both run the same models, both can read your repo. So when do you reac...

#agents#ai#claude#softwaredevelopment

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How My AI Agents' Mistakes Become Permanent Rules (And Why I Want Them to Fail)

Frederik von der Heyden5d ago • 5 min read

How My AI Agents' Mistakes Become Permanent Rules (And Why I Want Them to Fail)

I run SaaS products for German golf clubs. Solo founder. 85 containers, 24 databases, one server. No...

#ai#automation#devops#agents

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The Third Predicate: Argument-Space Verification, Tested

zxpmail6d ago • 15 min read

The Third Predicate: Argument-Space Verification, Tested

Mike Czerwinski argued the scope-matches-claim predicate lives in argument-space, not word-space — t...

#ai#llm#agents#testing

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From Validating Code to Evaluating Behavior: Rethinking Testing for AI Agents

Susheem Koul2d ago • 9 min read

From Validating Code to Evaluating Behavior: Rethinking Testing for AI Agents

Traditional software testing assumes that system behavior is governed by deterministic code paths an...

#ai#testing#agents#software

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My AI Agent Tried to Delete Every Customer Record. Here's What Stopped It.

Frederik von der Heyden4d ago • 5 min read

My AI Agent Tried to Delete Every Customer Record. Here's What Stopped It.

Last Tuesday, 2:47 AM. I was asleep. My AI coding agent was not. It had been running autonomously.....

#ai#agents#devops#security

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Bharat Buddy: Building an AI Voice Tutor for Indian Students in 10 Days

Harsh Mishra4d ago • 7 min read

Bharat Buddy: Building an AI Voice Tutor for Indian Students in 10 Days

My journey through #VoiceForBharat — building a voice agent that talks, remembers, teaches, calls,.....

#agents#ai#devchallenge#learning

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Viljami Kuosmanen1d ago • 6 min read

We Locked Ourselves Out of Production

A few months back an engineer was setting up a build pipeline with an AI coding agent. The agent hel...

#security#aws#ai#agents

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I Built a Voice AI Assistant for Indian Farmers — My 10-Day Voice Agent Journey

Safdar4d ago • 4 min read

I Built a Voice AI Assistant for Indian Farmers — My 10-Day Voice Agent Journey

What if a farmer could simply pick up a phone, speak naturally in Malayalam or English, and...

#agents#ai#buildinpublic#devchallenge

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IRC-A in production, part 2: a 46-minute agent, an AI assistant that broke the rules — and a $0.04 bill

Sandro Garcia5d ago • 6 min read

IRC-A in production, part 2: a 46-minute agent, an AI assistant that broke the rules — and a $0.04 bill

It's 1:53 AM and I'm asking my CRM's chatbot: "what's the total amount we have parked in the Proposa...

#ai#agents#mcp#opensource

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Tech Articles

I Stopped Trusting AI Agents With Tools. So I Built a Gatekeeper.

How I Built a Kiro Crew App in 5 Minutes - Full Tutorial With Code

Your agent ignored a failed tool call. Here's how to catch that in CI.

How to Improve Playwright Test Coverage Using Agent Context

How do you form a group nobody can admit they're in?

Your Coding Agent Probably Doesn’t Need a Memory SaaS

Codex vs. Claude Code at Liar's Dice: the Winning Bluff Was the Truth

Agent Memory: Everything It Remembers Has the Same Authority, and That Is the Bug

Stealing Reasoning Traces from LLM APIs: How It Works and What to Audit

Your AI Agent Doesn't Need More Memory. It Needs Receipts.

Building KisanVani (किसान वाणी): An Ultra-Low-Latency Multilingual Voice Agent for Indian Agriculture with Murf Falcon & LiveKit

10 Days to Build a Voice AI Tutor: The Good, The Bad, and The "Why Is It Silent?!"

Building AarogyaMitra: My 10-Day Journey Building a Voice AI Agent for Healthcare Access

Sehat Sathi: Building a Voice Agent for Health Access in Bharat

How to Require Step-Up Auth Before a Claude Agent's Destructive Actions With Kinde

Claude Agent SDK vs Claude Code: When To Reach For Which

How My AI Agents' Mistakes Become Permanent Rules (And Why I Want Them to Fail)

The Third Predicate: Argument-Space Verification, Tested

From Validating Code to Evaluating Behavior: Rethinking Testing for AI Agents

My AI Agent Tried to Delete Every Customer Record. Here's What Stopped It.

Bharat Buddy: Building an AI Voice Tutor for Indian Students in 10 Days

We Locked Ourselves Out of Production

I Built a Voice AI Assistant for Indian Farmers — My 10-Day Voice Agent Journey

IRC-A in production, part 2: a 46-minute agent, an AI assistant that broke the rules — and a $0.04 bill