Reflux Desktop
Visible Case Build
Reading case file
Editing T-502 specs
Saved reviewed archive
1. Agents
Turn studies into simulations
Delegate simulator setup, controlled edits, runs, diagnostics, and review evidence while you focus on the engineering decision.
Reflux Desktop
Build Distillation Train
build the T5 train visibly, run it, and explain limiting specs
Read T5_Part1.bkp
Read simulator path registry
Thought 6s
I will create a reviewed simulator workflow that preserves chemistry, builds the process objects step by step, and keeps every native write visible.
Aspen Plus archive
converged
T5_visible_train.apwz
Case saved
Streams parsed
Review ready
Reflux CLI
Reflux Agent
~/simulation/t5 review gate active
Native artifacts and plain-language evidence travel together.
T5_visible_train.apwz saved
Everywhere your simulation work happens.
One agent across desktop simulators, terminal workflows, team tools, and review surfaces.
reflux agent "compare duty" Thinking 5s Opened T5_Part1.bkp Wrote review note Done.
Team surfaces
Start reviewed runs from Slack, Teams, MCP clients, or internal workflow tools.
Explore adapters ->
@Reflux
Can you prepare the distillation review before the client demo?
Reflux
Saved the run, attached streams, and flagged the limiting spec.
Web review
Review cloud or desktop work from a browser before the simulator case is accepted.
Open review path ->
Today
T5 visible train - ready
This week
Pressure sweep - review needed
Queued
Template pump edit
Understands simulator context, no matter the workflow.
Reflux learns the case, templates, result paths, and approval rules before it changes anything.
Multiple agents
Parallel subagents inspect case files, assumptions, paths, and result tables.
Learn more ->case readerBKP/APWZ map
results auditorstream tables
plan reviewerapproval note
Case indexing
Known simulator paths, stream names, and adapter capabilities stay searchable.
Learn about context ->Read KNOWN_PATHS.md
Found pressure paths
Opened adapter registry
Team rules
Teach Reflux review gates, naming conventions, simulator limits, and approved templates.
Learn more ->Require review before native writes
Preserve component IDs
Attach stream deltas
Spans the full simulation lifecycle.
From ambiguous requests to converged runs, Reflux keeps the work legible and reviewable.
Plan
Clarify assumptions, identify missing specs, and produce an approval-ready plan.
Question
1 / 3
Which product purity should constrain the run?
Build
Create or fork the case, apply bounded edits, run the simulator, and keep artifacts attached.
Opened seed_case.bkp
Created T5_visible_train.apwz
Ran convergence check
Attached review note
Diagnose
Use run output, diagnostics, and simulator state to explain failures and propose next moves.
Convergence stalled
Column pressure spec conflicts with condenser duty limit.
Suggested: bounded pressure sweepEquipped to do real engineering work.
Agents can run commands, add context, checkpoint cases, and connect to your trusted tools.
Terminal
Run builds, probes, smoke tests, and simulator scripts with sandboxed defaults.
Learn more ->$ reflux eval text_to_aspen Smoke run complete. Ready to review?
Checkpoints
Track generated cases and evidence so teams can compare or roll back work.
Learn more ->Extend with tools and knowledge.
Add simulator-specific capability without losing human review or native file traceability.
Adapters
Connect Aspen Plus, HYSYS, Aveva Pro II, GWB, and controlled automation paths.
Learn more ->Templates
Start from known-good cases and preserve trusted assumptions as studies evolve.
Learn more ->
▧
pump_template.bkp
forked
▧
column-plan.md
review
MCP
Let other AI clients call Reflux tools while your simulator workflow remains governed.
Learn more ->Built for engineers who still need to trust the run.
"The agent moves fast, but the review evidence is the part that makes it usable for real process work."
Principal process engineer
Distillation workflow review
"Reflux feels less like a macro and more like an engineer preparing a case for another engineer to approve."
Simulation systems lead
Template-backed case generation
"Keeping native files, run logs, and explanation together is the difference between automation and a workflow we can audit."
Modeling specialist
Reviewed simulator studies
Recent highlights
May 14, 2026 · Product
Visible distillation train
Reflux Team · 4 min read
May 11, 2026 · Research
Template-backed generation
Simulation Team · 6 min read
May 10, 2026 · Product
Desktop simulator adapter
Reflux Team · 3 min read
May 7, 2026 · Research
Reviewed plans for process models
Engineering · 7 min read
View more notes ->