Change
PR #1842
Touches session validation shared by the checkout path.
Continuous engineering intelligence
Understandwhat is formingbefore the alert fires.
Ember connects changes, deployments, telemetry and team conversation into one continuous picture, and shows the evidence behind every assessment it makes.
02 / Premise
Your tools see events. Ember sees the relationships between them.
A deployment, a latency shift and a message in a channel are three unrelated records in three systems. The relationship between them only exists in somebody's head, and only while they are looking.
Holding those relationships continuously, with provenance intact, so the context is already assembled before anyone needs to go looking for it.
03 / Connected context
Activity arrives scattered. Context has to be held.
A change, a deployment, a service, its telemetry and the conversation around it, linked as they happen and kept linked afterwards.
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04 / Evidence
Ember does not hand you an answer. It hands you the evidence underneath it.
Observed
Supports
Weakens
Unknown
05 / Research
Exploring AI-assisted incident intelligence with Robert Gordon University
We explored whether AI and machine learning can help separate meaningful engineering signals from operational noise, and what a trustworthy system needs before anyone should act on its conclusions.
Read the study06 / Continuous
Not three features. One system, read at three moments.
Before
Signals connect before anyone is paged.
Changes, deployments, telemetry and conversation are linked as they happen, so a forming problem has a shape well before it has an alert.
During
Context arrives with the page, not after it.
Responders open to an assembled picture: what changed, what moved, who was already talking about it, and what the evidence does and does not support.
After
The chain becomes memory.
What was proved, ruled out and left open is retained against the services it touched, so the next investigation starts from evidence rather than from scratch.
Context compounds
Every investigation Ember helps close is retained against the services it touched.
The fifth investigation into this service does not start where the first one did.
07 / Thinking
The same reasoning, written down.
Engineering Leadership
Incident Management
AI can investigate. Something still has to judge the evidence.
As AI takes on more engineering work, the systems judging production evidence may need to become more explicit. Why Ember is building deterministic engineering intelligence beneath optional AI.
Read08 / Early access
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