TechToolbox

0.5.109

Private/AI/Invoke-TechAgent.RuntimeFlow.ps1

                                function Update-TTAgentTraceStateFromLine {

    [CmdletBinding()]

    param(

        [string]$TraceLine,

        [hashtable]$AgentState

    )

    if ([string]::IsNullOrWhiteSpace($TraceLine)) {

        return

    }

    if ($TraceLine -match 'Iteration\s+(\d+)/(\d+)\s+start') {

        $currentIter = [int]$Matches[1]

        $totalIters = [int]$Matches[2]

        $AgentState['currentIteration'] = $currentIter

        $AgentState['totalIterations'] = $totalIters

    }

    if ($TraceLine -match 'found valid decision during streaming') {

        $AgentState['foundValidDecision'] = $true

    }

    if ($TraceLine -match 'response length=(\d+)\s+stoppedEarly=(\w+)') {

        $responseLength = [int]$Matches[1]

        $stoppedEarly = $Matches[2] -eq 'true'

        $AgentState['lastResponseLength'] = $responseLength

        $AgentState['lastStoppedEarly'] = $stoppedEarly

    }

    if ($TraceLine -match 'consecutive LLM failures=(\d+)') {

        $failureCount = [int]$Matches[1]

        $AgentState['consecutiveLlmFailures'] = $failureCount

    }

    if ($TraceLine -match 'executing tool=(\S+)') {

        $toolName = $Matches[1]

        $AgentState['lastToolName'] = $toolName

    }

}

function Get-TTAgentStatusFromState {

    [CmdletBinding()]

    param(

        $State

    )

    if ($State['processExited']) {

        if ($State['exitCode'] -eq 0) {

            return 'AGENT_COMPLETED'

        }

        return 'AGENT_FAILED'

    }

    $status = 'Iteration {0}/{1}' -f $State['currentIteration'], $State['totalIterations']

    if ($State['lastToolName']) {

        $status += ' | Tool: {0}' -f $State['lastToolName']

    }

    if ($State['foundValidDecision']) {

        $status += ' | Early stop'

    }

    return $status

}

function Wait-TTInternalTerminalState {

    [CmdletBinding()]

    param(

        [string]$Target,

        [scriptblock]$PollScript,

        [scriptblock]$GetStatus,

        [hashtable]$TerminalStates,

        [int]$TimeoutSeconds,

        [int]$PollSeconds = 1,

        [int]$TickMs = 250,

        [int]$HeartbeatSeconds = 5

    )

    $interactive = $false

    try {

        $interactive = -not [Console]::IsOutputRedirected

    }

    catch {

        $interactive = $false

    }

    $deadline = (Get-Date).AddSeconds($TimeoutSeconds)

    $nextPoll = Get-Date

    $nextHeartbeat = (Get-Date).AddSeconds($HeartbeatSeconds)

    $lastStatus = ''

    $frames = @('| ', '/ ', '- ', '\ ')

    $frameIndex = 0

    $lastState = $null

    while ((Get-Date) -lt $deadline) {

        $now = Get-Date

        if ($now -ge $nextPoll) {

            $lastState = & $PollScript

            $status = ''

            if ($null -ne $lastState) {

                $status = [string](& $GetStatus $lastState)

            }

            if ([string]::IsNullOrWhiteSpace($status)) {

                $status = 'WAITING'

            }

            if ($status -ne $lastStatus) {

                if (-not $interactive) {

                    Write-Log -Level Info -Message ('{0}: Status={1}' -f $Target, $status)

                }

                $lastStatus = $status

            }

            elseif ($HeartbeatSeconds -gt 0 -and $now -ge $nextHeartbeat) {

                if (-not $interactive) {

                    Write-Log -Level Info -Message ('{0}: Still waiting (Status={1})...' -f $Target, $status)

                }

                $nextHeartbeat = (Get-Date).AddSeconds($HeartbeatSeconds)

            }

            if ($TerminalStates.ContainsKey($status)) {

                $meta = $TerminalStates[$status]

                $level = [string]$meta.Level

                $messageText = if ($meta.Message -is [scriptblock]) {

                    & $meta.Message $lastState $status

                }

                else {

                    [string]$meta.Message

                }

                if ($interactive) {

                    Write-Host -NoNewline ("`r" + (' ' * 140) + "`r")

                    Write-Host ''

                }

                if (-not [string]::IsNullOrWhiteSpace($messageText)) {

                    Write-Log -Level $level -Message $messageText

                }

                return $lastState

            }

            $nextPoll = (Get-Date).AddSeconds($PollSeconds)

        }

        if ($interactive) {

            $frame = $frames[$frameIndex % $frames.Count]

            $frameIndex++

            Write-Host -NoNewline ("`rTechAgent is running... {0}" -f $frame) -ForegroundColor Cyan

        }

        Start-Sleep -Milliseconds $TickMs

    }

    if ($interactive) {

        Write-Host -NoNewline ("`r" + (' ' * 140) + "`r")

    }

    throw ('Timed out waiting for terminal state. Target=''{0}''' -f $Target)

}

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