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Rebuild It to Understand It: From Network Protocols to LLM Agents
Jules Robineau
Jules Robineau
Jules Robineau
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Jul 24
Rebuild It to Understand It: From Network Protocols to LLM Agents
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go
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ai
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5 min read
We measured a week of inference. Routing by task difficulty cuts our cost per call roughly 48x — and flips which users are profitable.
Weio
Weio
Weio
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Aug 26
We measured a week of inference. Routing by task difficulty cuts our cost per call roughly 48x — and flips which users are profitable.
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ai
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startup
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softwareengineering
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5 min read
Past the README Demo: Conversations, Healthcare Data, Agents, and CI Checks
Yatin Davra
Yatin Davra
Yatin Davra
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Aug 27
Past the README Demo: Conversations, Healthcare Data, Agents, and CI Checks
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typescript
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node
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3 min read
Catching Silent Failures in MCP Servers with OpenTelemetry and SigNoz
Thirumalaiboobathi B
Thirumalaiboobathi B
Thirumalaiboobathi B
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Jul 24
Catching Silent Failures in MCP Servers with OpenTelemetry and SigNoz
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agents
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api
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llm
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mcp
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5 min read
I Spent a Week Watching My MCP Agents Get Hijacked by Tool Descriptions. Here's What I Built to Catch It.
MrClaw207
MrClaw207
MrClaw207
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Jul 24
I Spent a Week Watching My MCP Agents Get Hijacked by Tool Descriptions. Here's What I Built to Catch It.
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ai
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agents
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llmtools
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5 min read
Your AI Eval Has a Blind Spot. You Built It.
Sara Mo
Sara Mo
Sara Mo
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Aug 26
Your AI Eval Has a Blind Spot. You Built It.
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ai
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programming
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llm
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testing
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4
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3 min read
Partial Oracles for Agent Testing
Dan Mercede
Dan Mercede
Dan Mercede
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Jul 25
Partial Oracles for Agent Testing
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agents
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ai
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llm
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testing
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1 min read
AI is writing your PRDs. Who's checking if they're right?
Fathy Shalaby
Fathy Shalaby
Fathy Shalaby
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Jul 24
AI is writing your PRDs. Who's checking if they're right?
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ai
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productmanagement
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softwareengineering
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5 min read
I put my cost router on a neutral benchmark. It ranked near the bottom, and that's the interesting part
Developer at Fortitude Omnis Group
Developer at Fortitude Omnis Group
Developer at Fortitude Omnis Group
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Aug 26
I put my cost router on a neutral benchmark. It ranked near the bottom, and that's the interesting part
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llm
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ai
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5 min read
AI API Gateway for Developers: A 2026 Guide
mpoper
mpoper
mpoper
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Aug 27
AI API Gateway for Developers: A 2026 Guide
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gateway
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4 min read
Building an AI Tarot Reader: From Random Cards to Context-Aware Reflection
Elara
Elara
Elara
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Aug 27
Building an AI Tarot Reader: From Random Cards to Context-Aware Reflection
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ai
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webdev
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llm
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architecture
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11 min read
Do your agent system prompts do anything? I measured 19 of mine
Willian Pinho
Willian Pinho
Willian Pinho
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Aug 6
Do your agent system prompts do anything? I measured 19 of mine
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ai
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llm
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testing
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agents
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12 min read
AX-RAY: VIDRAFT's Causal Leakage Auditing Framework for Hybrid Sequence Models
AI OpenFree
AI OpenFree
AI OpenFree
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Aug 27
AX-RAY: VIDRAFT's Causal Leakage Auditing Framework for Hybrid Sequence Models
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llm
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4 min read
𝗣𝗼𝘀𝘁 𝟮 — 𝗪𝗵𝘆 𝗠𝗲𝗱𝗶𝘂𝗺 𝗜𝘀𝘀𝘂𝗲𝘀 𝗠𝗮𝘁𝘁𝗲𝗿 (finding medium software engineering issues, within a #codebase)
Agentic Drifter
Agentic Drifter
Agentic Drifter
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Jul 24
𝗣𝗼𝘀𝘁 𝟮 — 𝗪𝗵𝘆 𝗠𝗲𝗱𝗶𝘂𝗺 𝗜𝘀𝘀𝘂𝗲𝘀 𝗠𝗮𝘁𝘁𝗲𝗿 (finding medium software engineering issues, within a #codebase)
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llm
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python
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machinelearning
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swebench
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1 min read
Local LLM vs Cloud API: My Mac Mini Cost Crossover
DevLog
DevLog
DevLog
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Aug 27
Local LLM vs Cloud API: My Mac Mini Cost Crossover
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ai
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llm
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2 min read
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