Wrtn Technologies

2025.08 - Present

2026 H1 Review

Peer Review 2026.07

Colleague A

Strengths

# Align with the Company Looks at the team and the company as a whole, not just their own work. A prime example is ax-knowledge-wiki, which Damon built from scratch. Built on the AX repositories, it gathers information scattered across Notion and Slack into an internal knowledge wiki that reconnects the history that used to be lost between sales, PMs, and developers. The context that had to be re-explained every time (who built what, for which client, and how) is now organized in one place. Solutions and adoption projects are linked in both directions so anyone can trace the flow. It could have ended as a personal reference, but Damon made it a place where anyone on the team can work from the same context and keep each client's history intact. # Start Now When something is needed, builds it right away instead of waiting for a perfect plan. Claude Code skills the team uses every day, such as /looprinter and /goal-prompt-generator, were built by Damon, and the team's productivity has visibly increased as a result. looprinter automatically runs repetitive conversions and validations, and goal-prompt-generator turns vague tasks into loops with clear completion conditions. Work that once meant a long struggle now gets done much faster. Whenever something repetitive or blocking shows up, Damon thinks "this could be a tool" and starts on it on the spot, never putting up with the inconvenience or putting it off. What's especially impressive is building tools that speed up the whole team, not just Damon's own pace. # Intellectual Honesty Damon doesn't fill gaps with plausible but unverified information. When organizing the knowledge wiki, owners or histories that can't be confirmed by a source are left blank. Uncertain items are marked as uncertain rather than guessed. Even content Damon wrote earlier gets corrected or removed without hesitation if it conflicts with the evidence. Leaving no wrong information takes priority over making things look complete. The same standard carries into the product: a client chatbot guards against hallucinations such as guessing figures for questions without enough evidence or citing internal documents that don't exist, with validation that keeps answers within the scope of actual sources. What makes this especially trustworthy is that honesty isn't just a word; it's built into the system through validation logic and guardrails. A colleague who sets a good standard for the team not only in technology but in how to approach work. Always grateful :)

Areas for Improvement

No areas for improvement. Love you, Damon. I hope to keep building together.

Leader

Strengths

Damon has been solving hard problems at speed and delivering results. When it comes to deliverables, Damon is one of the most reliable members of the team. Culturally, Damon is also one of the best-aligned members of the team. This half delivered tangible results across a range of B2B projects, including turning the text-to-sql MCP into a company-wide service, reaching F1 97%+ on a client POC, and launching a client service. In particular, leading a culture of "building and sharing" through the ontology seminar, the Agentic Engineering presentation, and more is of great value to the team. Thank you for the continuous learning and sharing, and for all the hard work this first half.

2-Month Peer Review

Peer Review 2025.10

Colleague A

Strengths

[Collaboration: Text To SQL (Wrtn Retriever) enhancement project] # High Raw Intelligence (Performance) Actively adopted tables created by AT to build AT Mode, improving Wrtn Retriever's accuracy. Also precisely fulfilled requests to add Japanese reports during the Karapu business, and created visualization package requirements enabling data viewing through charts. Through Slack workflow integration, Wrtn Retriever now serves as BI within Slack. Currently collaborating on BI-specialized Wrtn Retriever improvements. Additionally, fixing minor error cases, creating stop commands, and handling issues have made developing new workflows very smooth. # Disagree and Commit (Execution) Responds quickly to Wrtn Retriever-related requests regardless of weekends or late hours. During core office hours, always promptly comes over to discuss, enabling fast project progress. # Work-Oriented (Impact) Through Wrtn Retriever enhancement, non-analyst personnel are now conducting analysis via text-to-sql. Simple data extraction work will likely be largely replaced by Wrtn Retriever, creating room for Product Analysts to conduct deeper analysis.

Areas for Improvement

None.

Colleague B

Strengths

[Collaboration: Designed and built the Internal Agent Wrtn Retriever architecture together] # High Raw Intelligence (Performance) - The AX team has many talented young members. Since there are no experienced agent developers, the approach has been to hire smart people who can learn quickly. However, problems arise from lack of development experience. In this team situation, Damon, with 8 years of development experience, quickly resolves the development challenges faced by younger team members, more than doubling the team's overall productivity. - Demonstrates outstanding capabilities in the Internal Agent development process. Since there are virtually no established methodologies for Agent development, we must design optimal architectures, test, go through trial and error, and solve all problems ourselves. In this situation, Damon quickly finds optimal solutions to problems encountered, and I was able to focus on other necessary things building on Damon's solutions. - Completed a text-to-sql demo in just one day after joining using company data, and developed it into a feature that improved the entire Wrtn team's productivity within a month. When everyone said text-to-sql was still unrealistic, Damon's rapid goal achievement demonstrated High Raw Intelligence. # Disagree and Commit (Execution) - While developing Internal Agent, quickly responded to B2B work needed by the team. - Currently leading the overall infrastructure and detailed logic for the biggest client project, and contributing significantly to help interns work more efficiently. # Work-Oriented (Impact) - As mentioned above, Agent development can be very draining, yet Damon would solve problems encountered during weekends to maintain speed. - Watching Damon explore new technologies every weekend and constantly strive for better results has been very inspiring to me. - When I hesitated to make bold resource investments due to fear of failure, Damon would encourage me to take bolder challenges. - Makes daring attempts in new technology areas, achieving results faster than others.

Areas for Improvement

None.