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Is Agent Memory Just RAG With Extra Steps? We Opened the Source Code to Find Out

Vendor codebase audit settles the RAG debate
izgorodin profile

Is Agent Memory Just RAG With Extra Steps? We Opened the Source Code to Find Out

#ai #agents #rag #llm
6
Comments 14
6 min read
I Tried to Prompt-Inject My Own Agent Engine. It Didn't Work. Here's Why.

Structural gates beat prompt safety
debashish_ghosal profile

I Tried to Prompt-Inject My Own Agent Engine. It Didn't Work. Here's Why.

#ai #agents #security #llm
41
Comments 11
12 min read
We benchmarked an AI agent with vs. without a semantic execution boundary. It cut token load ~63% — and that's before you count the electricity.
cristian_barragan_f2f519e profile

We benchmarked an AI agent with vs. without a semantic execution boundary. It cut token load ~63% — and that's before you count the electricity.

#agents #ai #llm #performance
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6 min read
How to connect ElevenLabs Agents with Wavix
shrutirai0209 profile

How to connect ElevenLabs Agents with Wavix

#agents #ai #api #llm
Comments
11 min read
🚀 How to Tame Your AI: The 5-Pillar Architecture for Award-Winning Next.js Applications
hassamali898 profile

🚀 How to Tame Your AI: The 5-Pillar Architecture for Award-Winning Next.js Applications

#ai #agents #architecture #nextjs
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9 min read
Beyond Autocomplete: How Engineers Can Build High-Impact projects with Agentic AI
arthus15 profile

Beyond Autocomplete: How Engineers Can Build High-Impact projects with Agentic AI

#agents #ai #automation #softwaredevelopment
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6 min read
DeepSeek Harness (dsh) คืออะไร? เจาะลึกคู่แข่งโค้ดโอเพ่นซอร์สของ Claude
thanawat_wonchai profile

DeepSeek Harness (dsh) คืออะไร? เจาะลึกคู่แข่งโค้ดโอเพ่นซอร์สของ Claude

#agents #ai #llm #opensource
1
Comments
3 min read
The Planner Made the Same 3 Mistakes Every Time. A Bigger Model Didn't Fix It.

Exposes the three recurring failure patterns
debashish_ghosal profile

The Planner Made the Same 3 Mistakes Every Time. A Bigger Model Didn't Fix It.

#ai #agents #llm #testing
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Comments 28
5 min read
I Built a Token-Routing Decision Tree for My OpenClaw Agent. It Cut My Bill and Stopped Three Cron Failures
mrclaw207 profile

I Built a Token-Routing Decision Tree for My OpenClaw Agent. It Cut My Bill and Stopped Three Cron Failures

#openclaw #ai #agents #productivity
Comments 1
5 min read
The Missing Manual for My On-Chain Agent
babydriver profile

The Missing Manual for My On-Chain Agent

#100daysofsolana #javascriptlibraries #web3 #agents
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6 min read
AI Agent Deployment Runbook: Move From Laptop Demo to Reliable API
jackm-singularity profile

AI Agent Deployment Runbook: Move From Laptop Demo to Reliable API

#ai #saas #agents #devops
6
Comments
9 min read
Octo: When AI Coding Gets 10x Faster, How We Designed for the Collaboration Gap
mininglamp profile

Octo: When AI Coding Gets 10x Faster, How We Designed for the Collaboration Gap

#ai #agents #programming #opensource
1
Comments
5 min read
My 3-Month Hermes Agents Journey: Lessons Learned (and Disagreements)
threerouter profile

My 3-Month Hermes Agents Journey: Lessons Learned (and Disagreements)

#agents #ai #llm #productivity
4
Comments 1
3 min read
Your Agent Returned the Right Answer. That's Why It Was the Worst Possible Outcome.
mrclaw207 profile

Your Agent Returned the Right Answer. That's Why It Was the Worst Possible Outcome.

#ai #llm #agents #llmtools
Comments 1
5 min read
I shipped five AI-infrastructure tools in a week, here is the throughline
royalpinto007 profile

I shipped five AI-infrastructure tools in a week, here is the throughline

#showdev #ai #opensource #agents
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3 min read
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