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Two coding agents editing the same issue, no merge conflict. Here is how git refs make that work

Two coding agents editing the same issue, no merge conflict. Here is how git refs make that work

BERJAYA 4
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5 min read
The Dirty Secret Behind AI Agents (Demo 🚀)

Built in 80 lines without heavy frameworks

The Dirty Secret Behind AI Agents (Demo 🚀)

BERJAYA BERJAYA BERJAYA 101
Comments 97
7 min read
Rotating the Hostile Seat: A Six-Round Adversarial Design Review Before Hardening an Agent

Rotating the Hostile Seat: A Six-Round Adversarial Design Review Before Hardening an Agent

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7 min read
I Let an Agent Take Over an Account With Every Permission Check Green

I Let an Agent Take Over an Account With Every Permission Check Green

BERJAYA 1
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4 min read
I replicated the vision-only Pokémon run Anthropic showcased on the Fable 5 launch page — then I read its thinking chains

I replicated the vision-only Pokémon run Anthropic showcased on the Fable 5 launch page — then I read its thinking chains

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22 min read
DevGuard AI: A Self-Observing Multi-Agent Security Pipeline Built on SigNoz

DevGuard AI: A Self-Observing Multi-Agent Security Pipeline Built on SigNoz

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4 min read
AgentATC

AgentATC

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4 min read
SigNoz-ForgeGuard

SigNoz-ForgeGuard

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6 min read
I priced enrichment for an AI agent at scale. The data costs more than the inference.

I priced enrichment for an AI agent at scale. The data costs more than the inference.

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8 min read
Our AI Agent Told a Customer It Processed a Refund. It Didn't.

Our AI Agent Told a Customer It Processed a Refund. It Didn't.

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5 min read
From One-Shot LLM to Multi-Turn Agent: How I Rebuilt My Text-to-Diagram Tool

From One-Shot LLM to Multi-Turn Agent: How I Rebuilt My Text-to-Diagram Tool

BERJAYA 1
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6 min read
The Oversight Ladder: the five levels of AI coding autonomy

The Oversight Ladder: the five levels of AI coding autonomy

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7 min read
From One Task to a Working Agent: Trigger, Data, Action, Deliver

From One Task to a Working Agent: Trigger, Data, Action, Deliver

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4 min read
The Coding Agent I Could Shape Around My Workflow

The Coding Agent I Could Shape Around My Workflow

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7 min read
I Built an Autonomous Earning Loop on OpenClaw — Here's the Blueprint

I Built an Autonomous Earning Loop on OpenClaw — Here's the Blueprint

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6 min read
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