Weekly Archive

All Articles & Receipts

Every failure mode, honest review, and architecture note tested on a refurbished laptop. 0% affiliate links.

Topics: All (5) #debugging #ai-agents #streaming #networking #infrastructure #budget #monitoring #lessons-learned #career #self-taught #learning #reflections #ai-models #hype-vs-reality #costs #ai-tools #philosophy #hobbyist #real-world

A laptop screen showing a dark terminal with a progress bar frozen at 80 percent and a hand on the trackpad

Tuesday #05

Oct 6, 2026 • 0% Sponsored

Vibe Coding Was Great Until My Stream Broke. Here's What I Fixed.

Everything felt magical while prompting AI agents—until token generation froze at 80% without an error message. Here is what actually broke underneath.

Receipt: When AI streaming stalls at 80%, the code is usually fine. Look at your MTU size, reverse proxy timeouts, and SSE buffering.

#debugging #ai-agents #streaming

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A notebook with software tool names and prices crossed out, with a $0 item circled beside a calculator

Tuesday #04

Sep 29, 2026 • 0% Sponsored

I Spent $340 on Monitoring Tools. Only 1 Was Worth It.

How subscription creep convinced me I needed enterprise observability for hobby projects, and the zero-cost stack that replaced it.

Receipt: Enterprise APM suites are designed for 50-person ops teams. A hobby site needs an uptime ping and clean text logs.

#infrastructure #budget #monitoring

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A stack of unopened and opened paper envelopes on a wooden desk with a laptop in the background

Tuesday #03

Sep 22, 2026 • 0% Sponsored

I Was Rejected as a Developer Before AI Made It Cool. Here's What I Learned.

Years of polite rejection emails convinced me I wasn't good enough. Then the landscape shifted, and the truth became unmistakable.

Receipt: The gatekeepers said 'you lack production scale.' AI proved the gate was never about skill.

#career #self-taught #learning

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A single sheet of paper with UNSPONSORED handwritten in bold marker with coffee ring on desk

Tuesday #02

Sep 15, 2026 • 0% Sponsored

The Unsponsored Truth About AI Tools (From Someone Who Doesn't Get Paid to Promote Them)

Why zero affiliate links and no vendor partnerships change what gets reported when AI models hit real-world development friction.

Receipt: The gap between Twitter demos and edge-case production is where your credit card balance vanishes.

#ai-models #hype-vs-reality #infrastructure

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Refurbished laptop on a wooden kitchen table at night with glowing screen and notebook

Tuesday #01

Sep 8, 2026 • 0% Sponsored

I'm Not a Professional Developer. That's Why I Test AI Tools Honestly.

Why lack of production scale and zero sponsor obligations make a refurbished laptop the most honest AI benchmark in tech.

Receipt: Enterprise benchmarks test the happy path. The hobbyist desk reveals where the pipes actually leak.

#ai-tools #philosophy #hobbyist

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