tmaiaroto

Context Window Management: Agent Comparison

Summary

Agent	Trigger Threshold	Compression Strategy	Auxiliary Model	Token Tracking
Phosphor	80% (configurable)	LLM summary; optional embedded dlgo model	Yes — main, small, or embedded (dlgo)	(chars + 3) / 4 estimate
Oh-My-Pi	80% (configurable)	3 strategies: context-full, handoff, snapcompact (bitmap images)	Optional handoff task	Model-aware token budget
Hermes-Agent	50% (configurable)	Pluggable ContextEngine (lossy LLM summary default)	Yes (configurable auxiliary model/provider)	API-reported + rough char estimate
OpenCode	Budget-based (window - buffer)	Checkpoint (summary + serialized context)	No	Local estimate vs. reserved headroom

tmaiaroto

import * as Sequelize from "sequelize";
import uuidv1 = require("uuid/v4");
import { SequelizeModelStatic } from "./sequelize";
import * as pLimit from "p-limit";
import _ = require("lodash");

/**
 * Get generated SQL query from sequelize. Returns a promise that:
 * 1. Adds a hook that receives the prepared options from Sequelize
 *  - Since hooks work on the whole model,

tmaiaroto

// Looks at User Agent to determine if IE and which version
function GetIEVersion() {
  var sAgent = window.navigator.userAgent;
  var idx = sAgent.indexOf("MSIE");
  var versionNumber = 0;

  // If IE, return version number.
  if (idx) {
    try {
      versionNumber = parseInt(sAgent.substring(idx+ 5, sAgent.indexOf(".", idx)));

tmaiaroto

/*
* React.js Material-UI Table and TableRow components with flexible height and fixed header
* - fixes "jumping" scrolling bar in WebKit browsers
* - shows permanent scrolling bar for other browsers
*
* Usage: import this Table and TableRow component instead of
*        'material-ui/Table' and 'material-ui/TableRow' component
*/

import React, {PropTypes} from 'react';

tmaiaroto

Office Web Apps Viewer

('.ppt' '.pptx' '.doc', '.docx', '.xls', '.xlsx')

http://view.officeapps.live.com/op/view.aspx?src=[OFFICE_FILE_URL]

<iframe src='https://view.officeapps.live.com/op/embed.aspx?src=[OFFICE_FILE_URL]' width='px' height='px' frameborder='0'>
</iframe>

OneDrive Embed Links

tmaiaroto

# If a directory has a cb-deploy.yaml file, it will run for CD
steps:
- name: 'gcr.io/cloud-builders/gcloud'
  entrypoint: 'bash'
  args:
  - '-c'
  - |
    for d in */; do
      config="${d}cb-deploy.yaml"
      if [[ ! -f "${config}" ]]; then

tmaiaroto

// The following pakcages are used by the function below
// https://github.com/dgrijalva/jwt-go
// https://github.com/lestrrat/go-jwx

// ParseAndVerifyJWT will parse and verify a JWT, if an error is returned the token is invalid,
// only a valid token will be returned.
//
// To verify the signature of an Amazon Cognito JWT, search for the key with a key ID that matches
// the key ID of the JWT, then use libraries to decode the token and verify the signature.
//

tmaiaroto

// Handle oauth2 callback, will exchange code for token
func cognitoCallback(ctx context.Context, d *aegis.HandlerDependencies, req *aegis.APIGatewayProxyRequest, res *aegis.APIGatewayProxyResponse, params url.Values) error {
	// Exchange code for token
	tokens, err := d.Services.Cognito.GetTokens(req.QueryStringParameters["code"], []string{})
	if err != nil {
		log.Println("Couldn't get access token", err)
		res.JSONError(500, err)
	} else {
		// verify the token
		_, err := d.Services.Cognito.ParseAndVerifyJWT(tokens.IDToken)

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// https://docs.aws.amazon.com/cognito/latest/developerguide/cognito-user-pools-lambda-trigger-syntax-shared.html

// CognitoTriggerCallerContext contains information about the caller (should be the same for all triggers)
type CognitoTriggerCallerContext struct {
	AWSSDKVersion string `json:"awsSdkVersion"`
	ClientID      string `json:"clientId"`
}

// CognitoTriggerCommon contains common data from events sent by AWS Cognito (should be the same for all triggers)
type CognitoTriggerCommon struct {

tmaiaroto

package main

import (
	"github.com/oschwald/geoip2-golang"
	"github.com/fatih/structs"
	aegis "github.com/tmaiaroto/aegis/framework"
	"net"
	"context"
	"net/url"
	"log"