A first-pass build
Great for proving a workflow quickly. You still have to assemble hosting, persistence, permissions, scheduled work, integrations, and the operating model as the idea grows.
Real life · Side projects · Tiny teams
Use Claude Code, Codex, or another compatible agent to sketch the idea. Redgold turns that brief into an application that remembers context, works across your data, and keeps the next step ready.
Featured workflow · sample app
Keep finding relevant openings, turn your experience into a focused application, and prepare for the interview. The agent can do the repetitive work while your rules decide what it may submit.
Collect listings from company career pages and job boards, remove duplicates, and keep track of which roles are still open.
Match each role to your actual experience, explain the fit, and draft a tailored resume, cover note, and interview plan.
Track applications, interviews, and responses. Your next refresh builds on the history instead of starting over.
We have a sample job-search app that we plan to make public. It is not available yet; the workflow above describes the intended public experience.
Why Redgold
Claude Code, Codex, and similar tools are excellent at turning an idea into code. A real application also needs durable data, access rules, background work, source updates, deployment, and a clear way to keep improving it after the first session.
Redgold gives the agent that foundation. Keep the interface and coding workflow you already know; Redgold supplies reusable data, collection infrastructure, storage, and a managed runtime around the application.
Great for proving a workflow quickly. You still have to assemble hosting, persistence, permissions, scheduled work, integrations, and the operating model as the idea grows.
The same idea starts with a consistent application shape: data, sources, updates, approvals, and a place to run. You can change it by describing the next useful improvement.
You do not need to become an agent engineer first. Describe the workflow, review the important decisions, and let the agent work inside an application foundation built to last.
Everyday workflows · persistent apps
Study, research, clear a paperwork queue, keep life admin moving, fix a bug, make something, plan a trip, or test a business idea. Each example starts with a familiar task and shows what changes when the workflow can remember, watch, and improve.
Begin with sample data and a plain-language brief. The agent builds the first version while Redgold provides the storage, data flow, and runtime underneath.
For students and lifelong learners
Turn scattered course material into a study plan that adapts as you learn.
A syllabus, notes, lectures, PDFs, saved questions, and an exam date.
Explain concepts clearly, create source-based practice, and remember which topics need another pass.
Build a study coach on the Redgold engine. Ingest a sample syllabus, notes, lecture transcripts, and textbook excerpts. Build a study plan around the exam date, explain concepts at the learner’s level, generate quizzes from the source material, and track weak topics across sessions. Cite the lesson or page behind each answer. Help the learner work through the material rather than producing an unreviewed submission. Start with sample material and keep private notes separate from shared course sources.
Use this briefFor anyone trying to make sense of complex material
Move from “what am I looking at?” to a clear, supported next step.
PDFs, links, screenshots, notes, and the question behind the research.
Translate difficult material, compare sources, quote the evidence, and watch for meaningful changes.
Build a research companion on the Redgold engine. Accept documents, links, screenshots, and a plain-language question. Extract the relevant passages, explain jargon without hiding uncertainty, compare conflicting sources, and preserve citations. Let the user correct the explanation and save useful context. When a watched source changes, show what changed and whether the answer needs updating. Start with sample documents and never present an inference as a quoted fact.
Use this briefFor anyone with a deadline and too many forms
Turn a stressful paperwork queue into a reviewable, trackable process.
Forms, emails, identity documents, receipts, rules, and a due date.
Extract requirements, match supporting documents, ask for what is missing, and keep the outcome tied to the original request.
Build a paperwork assistant on the Redgold engine. Start with sample applications, claims, receipts, identity documents, and email instructions. Extract fields and requirements, match each answer to supporting evidence, flag ambiguity or missing documents, and prepare a reviewable draft. Keep submission, response, and follow-up states separate so the record survives refreshes. Require approval before sending anything and preserve the source behind every filled field.
Use this briefFor the tasks that follow you from week to week
Keep routine life admin moving without rebuilding the same reminder system every month.
Bills, subscriptions, appointments, returns, renewals, and the rules that matter to you.
Watch deadlines, draft cancellations and refunds, prepare the next step, and ask for a decision only when it is needed.
Build a personal admin assistant on the Redgold engine. Begin with sample bills, subscriptions, appointments, return windows, and renewal notices. Normalize dates and amounts, detect upcoming decisions, draft cancellation or refund requests, and maintain a task history that survives each refresh. Keep source messages, proposed actions, approvals, and outcomes separate. Start with drafts and reminders; never cancel or purchase anything without explicit approval.
Use this briefFor developers who want a second pair of hands
Move from bug report to reviewable fix without losing the reasoning along the way.
A repository, an issue, failing checks, logs, docs, and the rules for a safe change.
Reproduce the failure, find the relevant code, propose a patch, run the checks, and explain the evidence in a reviewable diff.
Build a repository caretaker on the Redgold engine. Start with a fixture repository, issue, CI failure, and project rules. Collect the relevant source, logs, dependency changes, and prior fixes; reproduce the failure in a safe workspace; propose a minimal patch; and run the required checks. Keep the issue, evidence, diff, and reviewer decision linked. Do not merge or deploy without approval. Start with one reviewable fix and make repository credentials and permissions explicit.
Use this briefFor ideas scattered across notes, photos, and clips
Turn a collection of raw material into work that is ready for a decision.
Voice notes, photos, rough video, links, and a style or format to preserve.
Find the useful material, shape it into a draft, and keep a reviewable queue for the next edit or release.
Build a personal creation pipeline on the Redgold engine. Accept sample voice notes, photos, clips, links, and a small style guide. Transcribe and index the material, suggest a structure, create a reviewable draft, and preserve the original sources beside each edit. Maintain a publish queue with status, feedback, and revisions so the next session starts where the last one ended. Begin with sample assets and require approval before publishing anywhere.
Use this briefFor people who want the trip, not another spreadsheet
Go from a dozen tabs to an itinerary you can actually follow.
Dates, budget, constraints, saved places, bookings, and the latest forecast.
Compare real options, explain the tradeoffs, watch for changes, and prepare a recovery plan when travel goes sideways.
Build a travel planner on the Redgold engine. Start with sample flights, rooms, routes, weather forecasts, and saved places. Normalize time zones, prices, cancellation rules, and travel time; compare plans against the user’s constraints; and show the source and timestamp behind each recommendation. Watch confirmed plans for delays or changes and draft rebooking or refund options for approval. Begin with manual records and sample forecasts before connecting live providers.
Use this briefFor a founder testing an idea before a full build
Test the workflow and learn what deserves investment before paying for a large build.
A plain-language idea, a rough workflow, sample files, and the first question a customer needs answered.
Turn the idea into a small data model, a first screen, sample records, and a working loop you can change by describing the next improvement.
Help me build a narrow application on the Redgold engine from a plain-language idea. Ask only the questions needed to define the first useful workflow. Inspect available datasets, collectors, and pipeline capabilities; propose a small data model; generate sample records; and build the first screen and update loop. Make every source, rule, and approval visible so a non-technical founder can change the behavior by describing it. Keep the prototype cheap and reversible, then identify the integrations needed before calling it ready for real users.
Use this briefTeams and small businesses
The same approach works for a service business, a research project, or a small team with a process worth improving. Start with the records you already have, make the next decision visible, and add integrations as the idea earns them.
For analysts, labs, and curious builders
Keep a question current across papers, patents, regulations, and source notes. Link supporting and conflicting evidence, then produce a brief when the picture changes.
Use this briefFor service businesses and technicians
Turn a voice note and a few photos into a diagnosis, exact-part shortlist, work order, and customer update that someone can review.
Use this briefFor teams that sell expertise
Map a tender to the evidence, owners, and open questions that shape a strong response. When an addendum changes, reopen only the affected sections.
Use this briefFor product teams on call
Bring alerts, deploys, logs, runbooks, and operator notes into one timeline, with suggested checks and a postmortem draft tied to evidence.
Use this briefFor operators evaluating a deal or partnership
Answer questions across a data room, surface contradictions, and show the exact excerpt behind every answer before the meeting starts.
Use this briefFor subscription businesses
Join billing, product usage, support, and account notes to explain risk, propose a concrete next step, and track whether it helped.
Use this briefLive prototype · sample data
A useful funding app does more than list grants. It collects notices, explains why each match qualifies, flags what is missing, and remembers every change. Switch the applicant, select “After refresh,” and inspect the evidence trail.
Saved view before the next source refresh.
The saved profile is a US small business working on electronics repair. It matches the organization, location, and topic requirements shown here.
US small businesses offering electronics repair services may apply.
Sample eligibility text · Small business funding feed · sample-101 · revision 1
The project fits, but the applicant profile has no confirmed partner. Eligibility remains unresolved.
US nonprofits and small businesses running electronics repair workshops may apply. A local delivery partner is required.
Sample eligibility text · Foundation funding pages · sample-103 · revision 1
These are the collected records before matching. Both applicant views read the same dataset; a source update is stored once.
| Source record | Collected from | Deadline | Change |
|---|---|---|---|
| Workshop equipment fundsample-101 | Small business funding feed | 30 Sep 2026 | Unchanged |
| Community repair fundsample-102 | Community foundation notices | 6 Nov 2026 | Unchanged |
| Repair workshop partnershipsample-103 | Foundation funding pages | 23 Oct 2026 | Unchanged |
Refresh complete: one deadline changed and one notice added to the dataset.
Deadline extended from 30 Sep 2026. The saved view now uses the updated record.
The saved profile is a US small business working on electronics repair. It matches the organization, location, and topic requirements shown here.
US small businesses offering electronics repair services may apply.
Sample eligibility text · Small business funding feed · sample-101 · revision 2
The project fits, but the applicant profile has no confirmed partner. Eligibility remains unresolved.
US nonprofits and small businesses running electronics repair workshops may apply. A local delivery partner is required.
Sample eligibility text · Foundation funding pages · sample-103 · revision 2
New in this refresh. Matches the saved profile.
The saved profile is a US small business working on electronics repair. It matches the organization, location, and topic requirements shown here.
US small businesses repairing and reusing electronics may apply.
Sample eligibility text · Small business funding feed · sample-104 · revision 2
These are the collected records before matching. Both applicant views read the same dataset; a source update is stored once.
| Source record | Collected from | Deadline | Change |
|---|---|---|---|
| Workshop equipment fundsample-101 | Small business funding feed | 14 Oct 2026 | Was 30 Sep 2026 |
| Community repair fundsample-102 | Community foundation notices | 6 Nov 2026 | Unchanged |
| Repair workshop partnershipsample-103 | Foundation funding pages | 23 Oct 2026 | Unchanged |
| Equipment reuse pilotsample-104 | Small business funding feed | 30 Oct 2026 | New notice |
Saved view before the next source refresh.
The saved profile is a US nonprofit working on electronics repair. It matches the organization, location, and topic requirements shown here.
US nonprofits running community electronics repair workshops may apply.
Sample eligibility text · Community foundation notices · sample-102 · revision 1
The project fits, but the applicant profile has no confirmed partner. Eligibility remains unresolved.
US nonprofits and small businesses running electronics repair workshops may apply. A local delivery partner is required.
Sample eligibility text · Foundation funding pages · sample-103 · revision 1
These are the collected records before matching. Both applicant views read the same dataset; a source update is stored once.
| Source record | Collected from | Deadline | Change |
|---|---|---|---|
| Workshop equipment fundsample-101 | Small business funding feed | 30 Sep 2026 | Unchanged |
| Community repair fundsample-102 | Community foundation notices | 6 Nov 2026 | Unchanged |
| Repair workshop partnershipsample-103 | Foundation funding pages | 23 Oct 2026 | Unchanged |
Refresh complete: one deadline changed and one notice added to the dataset.
The saved profile is a US nonprofit working on electronics repair. It matches the organization, location, and topic requirements shown here.
US nonprofits running community electronics repair workshops may apply.
Sample eligibility text · Community foundation notices · sample-102 · revision 2
The project fits, but the applicant profile has no confirmed partner. Eligibility remains unresolved.
US nonprofits and small businesses running electronics repair workshops may apply. A local delivery partner is required.
Sample eligibility text · Foundation funding pages · sample-103 · revision 2
These are the collected records before matching. Both applicant views read the same dataset; a source update is stored once.
| Source record | Collected from | Deadline | Change |
|---|---|---|---|
| Workshop equipment fundsample-101 | Small business funding feed | 14 Oct 2026 | Was 30 Sep 2026 |
| Community repair fundsample-102 | Community foundation notices | 6 Nov 2026 | Unchanged |
| Repair workshop partnershipsample-103 | Foundation funding pages | 23 Oct 2026 | Unchanged |
| Equipment reuse pilotsample-104 | Small business funding feed | 30 Oct 2026 | New notice |
The controls use sample records to demonstrate matching and updates. Live funding sources are not connected to this demo.
Reuse relevant datasets where available, then add small business feeds, community notices, and foundation pages to the crawler infrastructure for the sources this app needs.
Extract deadlines, award ranges, and eligibility language with source excerpts. Keep missing requirements visible instead of hiding uncertainty behind a score.
Store revisions, applicant profiles, review decisions, and application progress separately. A changed deadline updates the shortlist without erasing the work already done.
When a match is strong, show the evidence and the unresolved questions needed to decide whether to apply. The agent can draft the next step for a human to review.
Build a funding monitor on the Redgold engine. First inspect available datasets and source access. Reuse relevant funding records where available; use the crawler infrastructure to collect the additional small business, community, and foundation sources this app needs. Preserve source responses, URLs, ingestion times, and revisions. Normalize deadlines, award ranges, and eligibility into a shared funding dataset. Join it with private applicant profiles so the same collected record can serve multiple organizations. Run matching again when source data or a profile changes. Surface new opportunities, changed deadlines, and unresolved requirements with source evidence. Store application progress separately so refreshes do not overwrite decisions. Start with the public demo fixtures; identify and connect the missing funding sources before calling it live.
Use this briefOpens the sample workspace or preview signup.