Sylentt AI Team Workflow
How Our AI Agents Build Software
A 12-step automated assembly line with 8 strict safety checkpoints. This map shows exactly what each AI assistant does, what information they look at, and what they create.
Phase 1Discovery & Planning
AGENT 01
System Explorer
Reviews what already exists in our system. Creates a map of current setups so other agents know the landscape before they start working.
Information Reviewed
Platform RulesOur standards
To-Do ListCurrent requests
Created by this Agent
System MapCurrent layout
Task OutlineHigh-level goals
AGENT 02
Requirements Analyst
Studies the external tools we need to connect to. Figures out exactly how they work and writes a detailed blueprint of what needs to be built.
Information Reviewed
Past Mistakes LogThings to avoid
Tool ManualsExternal instructions
Existing ClientsWho uses this
System MapFrom Agent 01
Created by this Agent
Detailed BlueprintWhat to build
Open QuestionsThings it doesn't know
CorrectionsBlueprint updates
AGENT 03
Question Resolver
Acts as a smart filter. Tries to find answers to open questions by looking at all past company projects before bothering a human manager.
Information Reviewed
Past Project PlansHow we did it before
Team DecisionsArchitecture rules
Platform RulesCode standards
Current SetupWhat servers are running
Created by this Agent
Answered Questions✅ Resolved status
HUMAN GATE — Project Blueprint Approved + All Questions Answered
Phase 2Building & Testing
AGENT 04
The Code Builder
Writes the actual software code and sets up the technical foundation based strictly on the approved project blueprint.
Information Reviewed
Past Mistakes LogTricky edge cases
Detailed BlueprintWhat to build
Answered QuestionsMust be ✅ Resolved
Ownership MapEnsures it doesn't break other areas
Created by this Agent
Implementation PlanStep-by-step checklist
Code FilesThe actual software
Server SettingsHow to run the code
Work SummaryWhat was just built
AGENT 05
Quality Tester
Creates practice scenarios and writes automated tests to rigorously check the new code. Ensures the code works perfectly even in unusual situations.
Information Reviewed
Edge Case ScenariosFrom blueprint
Code FilesThe new software to check
Created by this Agent
Test Data ScenariosSimulated inputs
Automated TestsScripts that check the code
Sandbox TestsTests in a safe environment
HARD GATE — Code has zero syntax errors AND tests prove it works flawlessly
Phase 3Security & Quality Review
AGENT 06
Security & Compliance Reviewer
Acts as an independent auditor. Makes sure no sensitive customer data is exposed, no unnecessary security permissions were granted, and the initial blueprint was perfectly followed.
Information Reviewed
Company RulebookSecurity standards
Detailed BlueprintWhat was promised
Code ChangesLine-by-line check of new code
Created by this Agent
Final Audit Report✅ Approved or 🔴 Blocked
Security Checklist
Data Privacy ChecksNo passwords or emails leaked
Strict PermissionsOnly access what is needed
Quality Rules FollowedCode is neat and clean
Matches the PlanNo surprise "extra" features
HARD GATE — Audit approved, ready to be prepared for the live system
Phase 4Launch Preparation & Live Checks
AGENT 07
Deployment Manager
Orchestrates the entire launch process. Carefully moves code into a practice environment, waits for a human go-ahead, and then flips the switch to go live.
Information Reviewed
System Status NotesCurrent live version
Testing StampConfirms Tester finished
Approval DatesConfirms human signed off
Created by this Agent
Update RecordsNew version number
Practice LaunchPuts code in safe mode
Live LaunchPuts code in front of real users
AGENT 08
Live Environment Checker
Runs a 6-step systematic check once the code is in the practice launch environment. It pretends to be a user to make absolutely sure the system didn't break.
Information Reviewed
Expected OutcomesWhat should happen
Test ScenariosMock user data
System MonitorsError trackers
Created by this Agent
System Health ReportPASS or FAIL
HUMAN GATE — Press Button: "Promote to Live Environment"
HARD GATE — Code is exactly what was tested + Health Report passed + Human confirmed
HUMAN GATE — Monitor Live System: "No errors, we are good"
Phase 5Wrap-up & Reporting
AGENT 09
Manuals & Docs Updater
Updates all internal company manuals and living documents to perfectly match the new changes. It appends information so we never lose historical data.
Documents Updated
System MapCurrent layout updated
Server SetupWhere things live now
Ownership LogWho handles what
To-Do ListMarks this task as "Done"
Speed MetricsRecords how fast the app is
AGENT 10
Overall System Auditor
Independent reviewer. Instead of checking a specific task, it looks at the whole company's system to find big-picture problems, inefficiencies, or risks.
Information Reviewed
All Team RulesLooking for blindspots
All Shared ToolingLooking for messy code
Error PatternsWhy do things fail?
Created by this Agent
System Advice Report🔴/🟡/🟢 Findings
AGENT 11
Release Reporter
The final step. Writes a simple, easy-to-read summary of what was just released. It writes three versions: one for clients, one for managers, and one for tech teams.
Information Reviewed
Work SummaryWhat was actually built
Detailed BlueprintWhat was promised
Health ReportsSystem performance
Created by this Agent
Release AnnouncementsClient/Manager/Tech versions
OngoingOngoing Operations — Works Independently of the Main Flow
AGENT 12
The Incident Responder
Monitors the live system 24/7. If an error alert rings, it investigates the issue, tries simple safe fixes automatically, and alerts a human team if something actually broke.
Information Reviewed
Error LogsThe digital evidence
Failed ActionsWhat the user was doing
Server HistoryRecent changes
Created by this Agent
Action RetryIf it was a temporary glitch
Bug ReportFor humans to fix later
Chat NotificationAlerts the human team
Emergency Safety Rules
Stop after 3 retriesAsk a human for help
Never deploy codeOnly diagnose, don't build
Don't hide errorsA human must close the ticket
CoreShared Toolbelt — Pre-built resources used by all Agents
Core Toolbelt
Activity Tracker
Logs actions but automatically hides private customer data
Secure Vault
Safely retrieves passwords and secret keys when needed
Duplicate Preventer
Makes sure we don't accidentally charge a customer twice
Security Bouncer
Verifies that incoming data is actually from a trusted source
Retry Logic
If a connection drops, it waits a moment and tries again gently
Shared Language
Common definitions so all agents use the same vocabulary
External Connections
Storefront Link
Talks to the online store to get order and customer info
Subscription Link
Talks to the billing system to manage recurring payments
Payment Gateway
Currently paused — waiting on a partner approval to finish
Team Knowledge Base
Team Brain
A log of past mistakes so agents never make the same error twice
Ownership Map
Tracks what areas of the app interact with each other
Failure Patterns
A study of what usually breaks, to help us write better plans
Speed Baseline
Metrics to ensure new features don't slow down the software
AutoBackground Robot Checkers — Automatic Quality Control
1. Code Scan
Checks for typos, formatting errors, and broken logic
Happens every time code is written
2. Run Practice Scenarios
Runs automated tests. If code drops below 80% coverage, it's rejected
Before any manager review
3. Practice Environment Launch
Automatically places approved code into a safe, hidden live space
After manager approves code
4. Final Sandbox Tests
Runs tests against the safe environment to mimic real user actions
After Practice Launch finishes
5. Alert the Humans
Sends a chat message to the team if ANY of these steps fail
If a problem is found
Safety8 Strict Checkpoints + Failure Limits — Agents Cannot Bypass Rules
Mandatory Checkpoints
All open questions answeredBefore starting
Manager signed the BlueprintBefore coding
Zero code spelling mistakesBefore testing
No private data exposedSecurity Audit
Code proves it passed testsBefore launching
Exact version matchEnsures no sneaky edits
Human says "Go Live"Final launch button
No more than 3 error retriesIf something breaks later
Built-in Frustration Limits
Coding error limitsIf stuck → ask human
Test failure limitsIf stuck → ask human
Practice check failuresIf stuck → ask human
Blueprint revision loopsIf stuck → ask human
External tool surprisesIf stuck → ask human
Before an agent is allowed to try fixing a problem again, it must write down its thought process. If an agent tries the exact same broken fix twice, it only counts as one attempt.