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06 · Self-improving intelligence

It gets better without you.

When results drop, Workly finds out why, tests a fix in a sandbox and ships it only if it wins. When it hits something none of its agents handle well, it builds a new one.

WRITERv180.82 · LIVE
01
Watch
Tracks replies, scores and stalls on every campaign
02
Diagnose
Finds the pattern behind a drop
03
Test
Tries a fix in a sandbox against past threads
04
Ship
Promotes it only if it beats what's live
SELF-HEALING
Fixes what stops working
Prompts and angles tuned from real replies
AGENT BUILDER
Hires its own specialists
New agents for gaps it keeps seeing
SAFE BY DEFAULT
Tested before it ships
Sandbox, compliance and regression checks
ASelf-healing

When results slip, it fixes itself.

Workly watches every campaign. When replies drop, it looks for the pattern, writes down the lesson and tests a better version against past threads before anything changes live.

Finds the cause, not just the symptom
Tested in a sandbox before it ships
Lessons carry into new research
Diagnosis · Series C foundersREPLIES DOWN
W1
W2
W3
W4
W5
W6
Pattern · openers about funding now read as generic
Lesson · lead with the hiring signal instead
Shipped · Writer v18, after the sandbox test
NEW AGENTObjectionHandler v1
Why it was built
12 threads stalled after "What does it cost?". No agent on the team handled pricing objections well.
Checks
Sandbox evaluation0.91
Compliance reviewpassed
Regression suite48 / 48
Promoted to your teamjust now
BAgent builder

It hires its own specialists.

Some problems need a specialist. When the same kind of reply keeps stalling, Workly builds a new agent for it, checks it for safety and adds it to your team.

Built from your knowledge base and past replies
Three checks before it goes live
You can pause or remove any agent

You stay in control.

Every change is logged

See what changed, why, and the test result in the decision trace.

Roll back in one click

Go back to any earlier version of a prompt or agent.

Turn it off anytime

Pause self-improvement or agent building per workspace.

Questions about self-improvement

Will it change my voice or my offer?−

No. Self-improvement only changes how agents do their job, like which angle leads or how a reply type is handled. Your voice, offer and rules stay exactly as you set them.

How does it know a fix is better?+
Can a new agent send messages right away?+
Is this on every plan?+