Which kinds of work should I hand to an AI coding agent first — and which are better left to me or a chat assistant?

November 13, 2026 · 4 min read

SentX SI

The fastest way to clear a mixed backlog is to sort it into three tiers, and the sort is easier than it looks, because each tier lines up with what the two SentX tools actually say they do. Send finished-work deliverables to the coding agent first, send the thinking to the chat assistant, and keep with yourself whatever has to stay exact, needs a final call, or needs to stay private. That ordering is my suggestion, built from the scope each product states for itself rather than from any measured rule, but it holds up line by line against what Photon and Victoria each describe. One account opens both, so the tiers are not a choice between vendors; you move a task from one tier to the next the way you would move a file between folders.

Source: Photon AI Coding Agent — Describe It, Get It Built | SentX SI; Victoria AI Model Card | Capabilities, Evidence and Limits | SentX SI

The first tier is anything whose end state is a finished thing you can open, preview, download or publish. That is exactly the work Photon's reference page describes: a team of agents that plans the request, writes and runs the code, checks the result, and hands back finished work — sites, web apps, scripts, games, reports, PDF, Word, Excel and PowerPoint files, charts and graphs, images and video. The page draws the line for you. A chat assistant answers and you do the work; a coding agent does the work and delivers the files or the live site. So when a to-do item is worded as a deliverable — a booking page, a data-cleaning script, a set of charts, a generated video — that is a Photon task, and it is the kind of thing to delegate early, because it is self-contained and you can judge the output by looking at it. If you are on a new account without a paid plan, a one-time Photon trial is a low-cost way to run your first delegated task and feel how the handoff works before you commit.

Source: Photon AI Coding Agent — Describe It, Get It Built | SentX SI

The second tier is the thinking that comes before and around the build. Victoria's model card lists her intended uses as conversation, writing, planning, source-based research and document assistance, and Photon's own page compresses the split into a tagline: Think with Victoria, build with Photon. Use her to work out what you actually want, to draft and argue a piece of writing, to research and check sources, and to work through the content of a document rather than produce the file. If you want help shaping the pitch, the brief or the research, that is this tier. If you want the shaped result turned into a checked, downloadable file, you hand it across to the first.

Source: Photon AI Coding Agent — Describe It, Get It Built | SentX SI; Victoria AI Model Card | Capabilities, Evidence and Limits | SentX SI

The third tier stays with you, and it has three separate reasons. One is exactness. The model card is blunt that recall is selective and exact retention is not guaranteed, and that details which must stay exact should be repeated. A figure you will quote, a spec you will hold someone to, a name that has to be right — those you keep in your own hands or restate every time you send a task off. The second is judgment. Photon's page says the agent asks when a decision is yours to make; it surfaces the call, it does not take it. Pricing, scope, go or no-go, anything where the answer carries your name, is a human call even when the agent builds around it. The third is confidentiality, and this one caps the whole answer. The privacy policy states that submissions to SentX are not confidential, and it directs you not to submit trade secrets, privileged communications, protected health information, financial account credentials, or any content you wish to keep private. Work that lives in that material does not get delegated at all; it stays with you, and you re-scope the rest of the task around it.

Source: Photon AI Coding Agent — Describe It, Get It Built | SentX SI; Victoria AI Model Card | Capabilities, Evidence and Limits | SentX SI; Privacy Policy | SentX SI (sentx.ai)

Here is how the sort reads on a small, made-up backlog for a product launch — an illustration of the method, not a measured result. The launch site, built as a finished page you can preview and publish: Photon. The script that crunches a signup spreadsheet and hands back a cleaned file: Photon. The argument and talking points for the announcement, plus a source check on the claims you plan to make: Victoria. The final pricing decision: you. The client agreement, which carries confidential financials and privileged terms: you, because the privacy policy says that is not material to submit. The exact figures you will quote from the spreadsheet: you, repeated into each task rather than left to memory.

Source: Photon AI Coding Agent — Describe It, Get It Built | SentX SI; Privacy Policy | SentX SI (sentx.ai)

The point of the three tiers is not that one tool is better; it is that each task has a natural owner, and the ordering — delegate the finished work, keep the thinking conversational, hold the exact, the judged and the private — is a way to hand off a lot without handing off the parts that have to stay yours. Start with the trial task you can check by looking at it, and let the sort do the rest.

Source: Photon AI Coding Agent — Describe It, Get It Built | SentX SI