Every repo from my series, newest first. I keep this same link updated — save it.
Follow me on Instagram for the next one: @angelotrifanoff.ai
Every repo from my series, newest first. I keep this same link updated — save it.
Follow me on Instagram for the next one: @angelotrifanoff.ai
the (known) origins of the term "comprehension debt"
Jeremy Twei coined the perfect term for this: comprehension debt. It’s certainly tempting to just move on when the LLM one-shotted something that seems to work. This is the insidious part. The agent doesn’t get tired. It will sprint through implementation after implementation with unwavering confidence. The code looks plausible. The tests pass (or seem to). You’re under pressure to ship. You move on.
| warp-common: &warp-common | |
| type: wireguard | |
| ip: 172.16.0.2 | |
| ipv6: 2606:4700:110:8e80:88b7:6faa:1bd1:91e6 | |
| private-key: # вставьте ваш ключ | |
| public-key: bmXOC+F1FxEMF9dyiK2H5/1SUtzH0JuVo51h2wPfgyo= | |
| allowed-ips: ['0.0.0.0/0'] | |
| reserved: [54, 27, 199] | |
| udp: true | |
| mtu: 1280 |
The repository for the assignment is public and Github does not allow the creation of private forks for public repositories.
The correct way of creating a private frok by duplicating the repo is documented here.
For this assignment the commands are:
git clone --bare git@github.com:usi-systems/easytrace.git
Content :
Audit this entire codebase for materially useful simplifications in its data structures, state representation, control flow, algorithms, and ownership.
This is an audit-only exercise. Do not edit files, run tests, implement recommendations, commit, or push. Read-only inspection commands are allowed.
You are the coordinator. Continue until the complete codebase has been reviewed and the final audit is validated.
Inspect the repository and inventory every identifiable subsystem.
PostgreSQL, often referred to as Postgres, stands out as a leading open-source relational database management system (RDBMS) renowned for its robust features and flexibility. Its benefits span various aspects crucial for modern data management.
PostgreSQL excels in scalability, accommodating large volumes of data while maintaining performance. Its architecture supports multi-version concurrency control (MVCC), enabling efficient handling of concurrent transactions without compromising data integrity. Additionally, PostgreSQL offers a wide array of data types, including JSON and XML, facilitating the storage and manipulation of diverse data formats.
Furthermore, PostgreSQL prioritizes extensibility, allowing users to customize and extend its functionality through procedural languages like PL/pgSQL and numerous built-in and third-party extensions. This extensibility empowers developers to tailor PostgreSQL to suit specific project requirements, enhancing its versatility.
Django is a high-level Python Web framework that encourages rapid development and clean, pragmatic design. Built by experienced developers, it takes care of much of the hassle of Web development, so you can focus on writing your app without needing to reinvent the wheel. It’s free and open source.
Django was invented to meet fast-moving newsroom deadlines, while satisfying the # Django Documentaion Django is a high-level Python Web framework that encourages rapid development and clean, pragmatic design. Built by experienced developers, it takes care of much of the hassle of Web development, so you can focus on writing your app without needing to reinvent the wheel. It’s free and open source.
Django was invented to meet fast-moving newsroom deadlines, while satisfying the tough requirements of experienced Web developers.
| 4 amnesty amnesty-1 http://50jaar.amnesty.nl/IATIactivitystandaard_AINL_1stquarter2017.xml | |
| 4 amnesty amnesty-2 http://50jaar.amnesty.nl/IATIactivityorganisation_AINL1stquarter2017(f).xml | |
| 1 britishcouncil britishcouncil-activities | |
| 1 cafod cafod-latinamericageneral | |
| 8 cafod cafod-multipleglo http://www.cafod.org.uk/extra/data/iati/IATIFile_Multiple_GLO.xml | |
| 4 cafod cafod-yemenarabrepublic http://www.cafod.org.uk/extra/data/iati/IATIFile_Yemen_Arab_Republic.xml | |
| 1 cdc cdc-activity | |
| 8 ec-fpi ec-fpi-gm http://ec.europa.eu/europeaid/files/iati/XI-IATI-EC_FPI_C_GM.xml | |
| 1 ewb_canada ewb_canada-water_sanitation_2011 | |
| 8 fco fco-20131231_4 https://www.gov.uk/government/uploads/system/uploads/attachment_data/file/322661/Official_Development_Assistance__ODA__Frontline_2013-14_Q3_-_XML_format.xml |
A Claude Code Agent Skill built from Dex Horthy's (HumanLayer) playbook on David Ondrej's podcast.
"Once the model has written thousands of lines of code, it is harder to change. The sessions that generate design docs are context-light — you get the most model intelligence when you do the hard thinking early."
By default, agents build horizontally: all the backend, then all the frontend, then a 2,000-line diff lands in your lap and reviewing it is your problem. This skill flips that. Every decision that matters gets made before the code exists — where changing your mind costs a sentence, not a rewrite.