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A Bank Wanted to Use AI to Approve Loans Faster, Here Is What I Would Build Arou

BACKGROUND
1 SIGNALFIRST DETECTED 23 July 2026
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24 Mar
Domain-Specific Language Models: How to Build Custom LLMs for Your Industry

<p>57% of organizations estimate their data isn't AI-ready. General-purpose LLMs handle broad tasks well but hallucinate on specialized queries, miss domain jargon, and can't

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25 Apr
Google Just Killed Vertex AI. Here's What the Gemini Enterprise Agent Platform

<p>Vertex AI has been Google Cloud's AI development platform since 2021. On April 22, 2026, at Google Cloud Next in Las Vegas, Google retired it — not with a deprecation notice,

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4 May
The Model Is the Brain. The Harness Is the Body. Here's Why That Matters

<p><strong>TL;DR:</strong> I built the same browser agent twice — once with 500 lines of Python, once with 7 lines of JSON. The second one took 5 minutes. The agent harness layer

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22 Apr
How I Built an AI-Powered Code Review Bot That Saves 10 Hours/Week—Here's the Cheapest Way to Deploy It

<h1> How I Built an AI-Powered Code Review Bot That Saves 10 Hours/Week—Here's the Cheapest Way to Deploy It </h1> <p>My team was drowning. Every pull request meant 20-30 minutes

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1 Apr
Open-Weight AI Models Just Caught Up With GPT, Gemini and Claude. Here's What That Means for Where Intelligence Runs.

<p>In the first eight weeks of 2026, ten major open-weight LLM architectures were released.</p> <p>GLM-5 matched GPT-5.2 and Claude Opus 4.6 on benchmarks. Step 3.5 Flash

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11 May
I Broke AI Systems for a Living. Here’s How Attackers Actually Do It.

<p>Most companies shipping AI have never once tried to break it.</p> <p>Not because they don't care about security. Because they assume the model handles it. The model was trained

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16 Oct
You let the agent merge its own PR. CI was green. That's the problem.

<p>A few weeks back I gave a coding agent one instruction: <em>"fix the failing import and ship it."</em></p> <p>CI went green. The agent, which I'd allowed to self-merge when

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24 Apr
Build for AI cold caller for outbound. Owners cant tell its a bot

<p>I spent <strong>3-4 weeks</strong> building an AI voice agent that cold-calls HVAC owners for me. Real outbound. Real objection handling. Real appointments booked. When we

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