Think-Act
For Developers

Move between logs, terminals, docs, and issue trackers with less friction. Think-Act helps developers analyze messy context, draft technical communication, record bugs, and use trusted tools with approval controls.

Available for 64-bit Windows 10 and Windows 11. macOS is planned.

Think-Act · Developer Workspace
Log & Error Analysis Issue Drafts Release Notes MCP Connectors Reusable Skills Approval Controls
Developer workflows

Use it for focused developer work

The best use cases are clear, bounded tasks: understand a failure, draft a handoff, clean up technical writing, or save a process you keep repeating.

Summarize logs and screenshots

Turn noisy logs, stack traces, and error screenshots into a short readout with likely causes, next checks, and a draft issue you can review before posting. Explore OCR.

OCR · summarize · draft

Application Screenshot

Draft GitHub work

Draft issues, pull request notes, and release notes from the context you already have. See integration options.

Draft Review first
issues · PRs · releases

Record and reproduce bugs

Use screenshots or recordings to build bug reports with clearer context and more reliable repro steps for faster handoff. Explore screen recording.

recordings · repro steps

Save setup steps as skills

Turn a checked checklist or repeated setup flow into something you can reuse instead of rewriting it next time. Learn about automation.

skills · playbooks

Use trusted connectors only

Enable approved connectors only when a task actually needs them, and keep write actions behind review or approval.

connectors · approval-gated
Workflow pipeline

Add what your developer team has,
review what Think-Act gives back

Bring in logs, screenshots, config snippets, issue notes, or recordings, ask for the outcome your team needs, then test and review before anything becomes a change, ticket, or saved workflow.

Step 01

Drop in the messy context

Paste a stack trace, add an error screenshot, share a config snippet, or record a failing session. Think-Act can use that context for the task.

Step 02

Agent analyzes, proposes, confirms

Think-Act explains likely causes, proposes next checks, and can keep risky tool actions behind an approval prompt.

Step 03

Verify, apply, and save as a skill

Read the output, test it, apply it manually. If it works, save the verified checklist as a local skill for the next time the same issue pattern shows up.

Developer workspace

Keep evidence, hypotheses, and review checkpoints in one view

The developer workspace keeps logs, screenshots, configuration context, likely causes, next checks, and approval-gated actions together before anything touches a repository, terminal, or issue tracker.

THINK-ACT · DEVELOPER WORKSPACE

Keeping the evidence visible helps developers test the hypothesis, remove sensitive context, and decide which proposed action should proceed.

Think-Act · Log Analysis
An illustrative developer workflow that turns a timeout trace into a likely cause, suggested checks, and a data-handling reminder.
Log analysis & code

Understand errors faster

Paste a stack trace, add an error screenshot, or share a config snippet. Think-Act can help explain what likely went wrong and suggest the next checks—without pretending a hypothesis is a fix.

  • Pull text out of error screenshots with OCR.
  • Explain unfamiliar code or configuration in plain language.
  • Compress long logs into relevant signals and open questions.
  • Use local or approved private endpoints for sensitive work.
Explore OCR Features
Your developer team stays in control

Draft locally. Connect only to act

Many useful developer tasks need no external access. When work touches repositories, files, terminals, databases, or deployment systems, scope the access and keep the developer checkpoint visible.

Access and confirmation boundaries for common developer tasks
Task Context Access Boundary Developer Checkpoint
Summarize pasted logs or OCR a screenshot
Only the provided file Review the source, likely cause, and next checks
Draft an issue, PR note, or release note
No connector Manually review wording and technical accuracy
Post or update a GitHub issue
Approved GitHub connector Confirm repository, target issue, and final content
Read repository files
Scoped filesystem access Limit paths and remove secrets before sharing context
Run a terminal command or database query
Approved shell or database connector Preview command, scope, target, and expected effect
Deploy, delete, migrate, or change production data
External access Keep production decisions human-owned

Exact capabilities depend on the tools and policies your organization enables. If repository, shell, database, or issue-tracker access is unavailable, Think-Act should say so and leave the result as a draft. Learn more about controlled automation and approved integrations.

Documentation & release work

When code work needs to be explained

A lot of development work ends as communication: release notes, onboarding docs, bug reports, and summaries for people who were not in the terminal with you. Think-Act’s writing assistance helps turn that rough context into reviewed text.

  • Turn rough bullet points into release notes.
  • Turn a screen recording into a bug report someone else can follow.
  • Summarize a PR for non-technical stakeholders.
  • Draft onboarding notes from the steps your team already uses.
  • Save repeated setup work as a playbook, then expand it with automation only after review steps are clear.
Explore Writing Features
Think-Act · Docs & Release
Security For Code

Source code needs careful handling

Source code, config, and secrets deserve care. Decide what the agent can access, where data can go, and which tools are allowed to act.

Developer Security Checklist

  • No API keys in prompts Remove secrets before pasting code or config. Do not assume the agent will catch them for you.
  • Private endpoints for proprietary code Use a local or private endpoint for sensitive code when your team or organization requires it.
  • Strict shell execution policy Risky terminal commands should require confirmation. Do not allow them to auto-run without review.
  • Review MCP environment variables Check connector environment settings before enabling anything that can read your filesystem or reach the network.
  • Disable connectors when idle Turn off connectors you are not actively using. It is a simple way to reduce unnecessary access.
Getting started

Try it on a
low-risk task first

Start with a small task you can judge quickly before turning on write-capable connectors. Everything below works without extra setup.

Best first tasks to try

  • Rewrite a commit message
  • Summarize an error log
  • OCR a stack trace screenshot
  • Explain legacy configuration
  • Draft a bug report from a recording
  • Write a short technical explanation
Step 01

Download Think-Act

Install it on a supported Windows machine you control and sign in with your PixLab account. macOS support is in development.

View Download Options
Step 02

Run a read-only task

Paste a log, rewrite a commit message, OCR an error screenshot, or ask for a code explanation. No connectors needed.

Step 03

Review and apply manually

Read the output, verify it, then copy or apply. This keeps you in the loop — especially for anything touching source code or the filesystem.

Step 04

Add connectors when a task needs them

Enable only the connectors a real workflow requires. Review environment variables and keep shell rules strict.

If it becomes part of your daily workflow, upgrade to Pro or Business before you run into free-tier limits on larger projects or heavier use.

FAQ

Common questions from developers

A few practical questions developers usually ask first. You can find more on the full FAQ page.

Download Think-Act for Developer Work
Can Think-Act run terminal commands?

Yes, when configured with an approved shell connector. However, any risky terminal action should require confirmation before execution. Keep shell execution policies strict and review the tool-permission guidance before enabling shell access.

Can it work with GitHub directly?

Yes, through an approved GitHub connector. Without that connector, Think-Act can still draft the issue or note for you to post manually, but it should not pretend it called GitHub.

Should I send proprietary code to cloud models?

Only if your organization's policy explicitly allows it. For sensitive code, configure Think-Act to use local or approved private endpoints. Review your organization's data-handling policies and the Think-Act security guidance before sending proprietary source to any cloud model.

What is a reusable skill?

A skill is a saved workflow or prompt pattern that guides how the agent should think or format work for a repeatable task. Once you verify a checklist or debug process works, save it as a skill so it is ready the next time a similar issue arises.

Is there a free tier for developers?

Yes. Think-Act is free to install and try. Log summaries, commit rewrites, OCR, and basic drafting are a good place to start. Upgrade to Pro or Business when you need higher limits or team features.

How does Think-Act complement an IDE coding assistant?

IDE assistants focus on code in the editor. Think-Act works alongside them at the desktop level, helping with cross-application context such as screenshots, recordings, logs, documentation, issue drafts, release notes, and approved tool actions.

Free to download · Start with one developer task

Start with a developer task you already have.

Start with a log summary, an OCR pass on an error screenshot, a cleaned-up commit message, or a bug report draft. No connectors required.