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Your MCP Tools Are Eating Your Context Window: Measure, Trim and Lazy-Load Tool Definitions in Python

Your MCP Tools Are Eating Your Context Window: Measure, Trim and Lazy-Load Tool Definitions in Python

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7 min read
DeepSeek dsh-superagent: The AI Teammate That Watches Your GitHub Repo and Answers With Pull Requests

DeepSeek dsh-superagent: The AI Teammate That Watches Your GitHub Repo and Answers With Pull Requests

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6 min read
Co-op Anything: Turn Any Single-Player Game Into Co-op With Your AI Agent

Co-op Anything: Turn Any Single-Player Game Into Co-op With Your AI Agent

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6 min read
Your Agent Can Now Change Things — If You Say So Once

Your Agent Can Now Change Things — If You Say So Once

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4 min read
Postmortem: three of my goals died before they ever planned

Postmortem: three of my goals died before they ever planned

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2 min read
REA on a Clean Linux Box: A 15-Minute Lab-Tested Setup Walkthrough

REA on a Clean Linux Box: A 15-Minute Lab-Tested Setup Walkthrough

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8 min read
Cline vs JetBrains AI (2026): Free (OSS) vs $10/mo, Plus a Feature Neither Comparison Table Shows Yet

Cline vs JetBrains AI (2026): Free (OSS) vs $10/mo, Plus a Feature Neither Comparison Table Shows Yet

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2 min read
AI Agent Tests Pass Locally but Fail in CI

AI Agent Tests Pass Locally but Fail in CI

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7 min read
Our agent fixed real broken links, then took a human maintainer's review and actually re-checked every one

Our agent fixed real broken links, then took a human maintainer's review and actually re-checked every one

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3 min read
Your Private Eval Is the Only Benchmark That Steers You

Your Private Eval Is the Only Benchmark That Steers You

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7 min read
How SteerDistill Shrinks 30‑Billion‑Parameter LLMs to 3 GB Without Losing Accuracy

How SteerDistill Shrinks 30‑Billion‑Parameter LLMs to 3 GB Without Losing Accuracy

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6 min read
All Seven HIVE402 Revenue Streams Are Live — 31,379 Endpoints, 1,640 Operators, 4,497 Verified Payable

All Seven HIVE402 Revenue Streams Are Live — 31,379 Endpoints, 1,640 Operators, 4,497 Verified Payable

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5 min read
Proving Policy Properties with Cedar's Symbolic Compiler

Proving Policy Properties with Cedar's Symbolic Compiler

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15 min read
OpenInference Dynatrace: send AI traces through the Collector

OpenInference Dynatrace: send AI traces through the Collector

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6 min read
Debloat Doesn't Stick. That's the Entire Product.

Debloat Doesn't Stick. That's the Entire Product.

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5 min read
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