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Real life · Side projects · Tiny teams

Build the app for the work that keeps coming back.

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.

Why Redgold

Your coding agent can build the first version. Redgold helps you ship the application.

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.

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.

A Redgold application

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.

Keep your coding agent
Use Claude Code, Codex, or another compatible harness. Redgold fits around the workflow you already use.
Describe the application
Give the agent the task, its sources, and the result you need. It shapes the data, screens, rules, and changes.
Get a durable foundation
The application retains its context, records, and update loop after the authoring session ends.

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

Study coach

Turn scattered course material into a study plan that adapts as you learn.

Explain clearlyPractice from sourcesTrack progress
Starts with

A syllabus, notes, lectures, PDFs, saved questions, and an exam date.

The workflow continues

Explain concepts clearly, create source-based practice, and remember which topics need another pass.

Read the build brief

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.

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For anyone trying to make sense of complex material

Research companion

Move from “what am I looking at?” to a clear, supported next step.

Plain languageShow the sourceKeep watching
Starts with

PDFs, links, screenshots, notes, and the question behind the research.

The workflow continues

Translate difficult material, compare sources, quote the evidence, and watch for meaningful changes.

Read the build brief

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.

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For anyone with a deadline and too many forms

Paperwork assistant

Turn a stressful paperwork queue into a reviewable, trackable process.

Read the fine printFind what is missingTrack the status
Starts with

Forms, emails, identity documents, receipts, rules, and a due date.

The workflow continues

Extract requirements, match supporting documents, ask for what is missing, and keep the outcome tied to the original request.

Read the build brief

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.

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For the tasks that follow you from week to week

Personal admin desk

Keep routine life admin moving without rebuilding the same reminder system every month.

Watch deadlinesFind savingsAsk when needed
Starts with

Bills, subscriptions, appointments, returns, renewals, and the rules that matter to you.

The workflow continues

Watch deadlines, draft cancellations and refunds, prepare the next step, and ask for a decision only when it is needed.

Read the build brief

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.

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For developers who want a second pair of hands

Code repair desk

Move from bug report to reviewable fix without losing the reasoning along the way.

Read the repoRun the checksReview the diff
Starts with

A repository, an issue, failing checks, logs, docs, and the rules for a safe change.

The workflow continues

Reproduce the failure, find the relevant code, propose a patch, run the checks, and explain the evidence in a reviewable diff.

Read the build brief

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.

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For ideas scattered across notes, photos, and clips

Creative workspace

Turn a collection of raw material into work that is ready for a decision.

Keep the sourceMake a first draftTrack revisions
Starts with

Voice notes, photos, rough video, links, and a style or format to preserve.

The workflow continues

Find the useful material, shape it into a draft, and keep a reviewable queue for the next edit or release.

Read the build brief

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.

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For people who want the trip, not another spreadsheet

Travel planner

Go from a dozen tabs to an itinerary you can actually follow.

Compare optionsWatch for changesRecover the plan
Starts with

Dates, budget, constraints, saved places, bookings, and the latest forecast.

The workflow continues

Compare real options, explain the tradeoffs, watch for changes, and prepare a recovery plan when travel goes sideways.

Read the build brief

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.

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For a founder testing an idea before a full build

Business prototype

Test the workflow and learn what deserves investment before paying for a large build.

Brief → prototypeStart with sample dataLearn before scaling
Starts with

A plain-language idea, a rough workflow, sample files, and the first question a customer needs answered.

The workflow continues

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.

Read the build brief

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.

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Teams and small businesses

When the workflow becomes the product.

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

Research radar

Keep a question current across papers, patents, regulations, and source notes. Link supporting and conflicting evidence, then produce a brief when the picture changes.

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For service businesses and technicians

Field service assistant

Turn a voice note and a few photos into a diagnosis, exact-part shortlist, work order, and customer update that someone can review.

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For teams that sell expertise

Proposal workspace

Map a tender to the evidence, owners, and open questions that shape a strong response. When an addendum changes, reopen only the affected sections.

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For product teams on call

Incident room

Bring alerts, deploys, logs, runbooks, and operator notes into one timeline, with suggested checks and a postmortem draft tied to evidence.

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For operators evaluating a deal or partnership

Diligence room

Answer questions across a data room, surface contradictions, and show the exact excerpt behind every answer before the meeting starts.

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For subscription businesses

Customer health desk

Join billing, product usage, support, and account notes to explain risk, propose a concrete next step, and track whether it helped.

Use this brief

Live prototype · sample data

A funding monitor with a paper trail.

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.

Funding radarInteractive demo · source changes + evidence
1. Choose an applicant
2. Inspect a source refresh

Funding matches

2 to review

Saved view before the next source refresh.

Workshop equipment fund

Matches profile

$2,500–$10,000 Closes 30 Sep 2026

Why this appears

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

Repair workshop partnership

Needs review

Up to $15,000 Closes 23 Oct 2026

Why this appears

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

Inspect the shared dataset 3 records · revision 1

These are the collected records before matching. Both applicant views read the same dataset; a source update is stored once.

Simulated source refresh · 12 September 2026, 08:00 UTC
Source recordCollected fromDeadlineChange
Workshop equipment fundsample-101Small business funding feed30 Sep 2026Unchanged
Community repair fundsample-102Community foundation notices6 Nov 2026Unchanged
Repair workshop partnershipsample-103Foundation funding pages23 Oct 2026Unchanged

Funding matches

3 to review

Refresh complete: one deadline changed and one notice added to the dataset.

Workshop equipment fund

Matches profile

$2,500–$10,000 Closes 14 Oct 2026

Deadline extended from 30 Sep 2026. The saved view now uses the updated record.

Why this appears

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

Repair workshop partnership

Needs review

Up to $15,000 Closes 23 Oct 2026

Why this appears

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

Equipment reuse pilot

Matches profile

Up to $5,000 Closes 30 Oct 2026

New in this refresh. Matches the saved profile.

Why this appears

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

Inspect the shared dataset 4 records · revision 2

These are the collected records before matching. Both applicant views read the same dataset; a source update is stored once.

Simulated source refresh · 12 September 2026, 09:00 UTC
Source recordCollected fromDeadlineChange
Workshop equipment fundsample-101Small business funding feed14 Oct 2026Was 30 Sep 2026
Community repair fundsample-102Community foundation notices6 Nov 2026Unchanged
Repair workshop partnershipsample-103Foundation funding pages23 Oct 2026Unchanged
Equipment reuse pilotsample-104Small business funding feed30 Oct 2026New notice

Funding matches

2 to review

Saved view before the next source refresh.

Community repair fund

Matches profile

$1,000–$5,000 Closes 6 Nov 2026

Why this appears

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

Repair workshop partnership

Needs review

Up to $15,000 Closes 23 Oct 2026

Why this appears

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

Inspect the shared dataset 3 records · revision 1

These are the collected records before matching. Both applicant views read the same dataset; a source update is stored once.

Simulated source refresh · 12 September 2026, 08:00 UTC
Source recordCollected fromDeadlineChange
Workshop equipment fundsample-101Small business funding feed30 Sep 2026Unchanged
Community repair fundsample-102Community foundation notices6 Nov 2026Unchanged
Repair workshop partnershipsample-103Foundation funding pages23 Oct 2026Unchanged

Funding matches

2 to review

Refresh complete: one deadline changed and one notice added to the dataset.

Community repair fund

Matches profile

$1,000–$5,000 Closes 6 Nov 2026

Why this appears

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

Repair workshop partnership

Needs review

Up to $15,000 Closes 23 Oct 2026

Why this appears

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

Inspect the shared dataset 4 records · revision 2

These are the collected records before matching. Both applicant views read the same dataset; a source update is stored once.

Simulated source refresh · 12 September 2026, 09:00 UTC
Source recordCollected fromDeadlineChange
Workshop equipment fundsample-101Small business funding feed14 Oct 2026Was 30 Sep 2026
Community repair fundsample-102Community foundation notices6 Nov 2026Unchanged
Repair workshop partnershipsample-103Foundation funding pages23 Oct 2026Unchanged
Equipment reuse pilotsample-104Small business funding feed30 Oct 2026New notice

The controls use sample records to demonstrate matching and updates. Live funding sources are not connected to this demo.

What Redgold makes easier to build.

  1. Collect every notice

    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.

  2. Explain every match

    Extract deadlines, award ranges, and eligibility language with source excerpts. Keep missing requirements visible instead of hiding uncertainty behind a score.

  3. Keep a living case file

    Store revisions, applicant profiles, review decisions, and application progress separately. A changed deadline updates the shortlist without erasing the work already done.

  4. Surface the next move

    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.

Read the build brief

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 brief

Opens the sample workspace or preview signup.