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Pydantic caught three distinct JSON failures from a model output
Pydantic raised a validation error on three separate content drafts across two days. Two were trunca…
What to Include in a Developer Portfolio: A Recruiter-Readable Checklist
A developer portfolio is not a gallery of screenshots or a second CV. It is a short path from “this …
An AI task contains five decisions, and one person usually makes all of them
Watch a piece of AI-assisted work go through a small team and you can pull out five distinct decisio…
6 Best AI Pentesting Tools in 2026
AI pentesting tools are changing how organizations validate security weaknesses. Instead of relying …
Chat is a bad medium for handing off work
Most work handed between people right now travels as a chat message. "Can you look at the flaky chec…
tools/list is an API contract, and you are versioning it by accident
If you run an MCP server, your tool catalog is a public API. I do not think most of us are treating …
Protocol Upgrade Compatibility Review: Sky Lending
Protocol Upgrade Compatibility Review: Sky Lending Target Protocol: Sky Lending (TVL: $5489.2M) …
Why I stopped babysitting coding agents
How a solo port turned into an autonomous pipeline, and what changed when the agents started reviewi…
Financial Amortization & NPV Calculator
Calculating financial metrics like Net Present Value (NPV) and dynamic loan amortization schedules i…
How to Build a Fitness App in 2026: Features, Architecture, AI & Development Costs
Fitness apps have moved far beyond step counters and calorie trackers. Modern users expect personal…
How AI Is Transforming the Future of Logistics
Logistics involves coordinating transportation, inventory, warehouses, and deliveries, making it an …
Our MCP server was fine. Cloudflare was returning HTML.
This is what our MCP endpoint returned to a client speaking JSON-RPC: HTTP/2 403 content-type: te…