David was a man after God's own heart, yet God remained silent on his multiple marriages. The intervention only came when he took another man's wife. This pivotal moment suggests a deeper layer to understanding the foundation of marriage. #BiblicalTruth#Reflection
True connection is a rare balance. When a piece of the puzzle is missing, the silence speaks louder than words. Ever felt that incompleteness? #Reflection#Connection
In the Old West, people questioned modern conveniences like electricity and refrigeration. Is the cost of working for them truly worth it? A thought-provoking reflection on progress and value. #OldWest#Progress#Reflection
#PhantomBladeZero performance on the 4070 Super and 3060 Ti.
Keep in mind that this doesn't reflect the game's overall performance. Some areas are more demanding , while many others are considerably lighter.
Overall, performance is decent, but It should be better, given that the game doesn’t use Lumen or, presumably, Nanite.
On the bright side, the game it’s not a stutter fest. There are very few shader compilation and traversal stutters, at least with Ray Tracing/Path Tracing disabled (I'll cover RT and PT in a future post soon).
"I just hear over and over again: 'I felt like I went on the mission with you'."
Artemis II's Jeremy Hansen and Victor Glover reflect on their historic trip around the Moon — and how life on Earth has been since — in our latest Houston We Have A Podcast:
When we fail, the instinct is often to justify the mistake or harden our hearts. David chose a different path in Psalm 51: he stopped looking at his failure and started looking at God. Clarity comes when we view our brokenness through His lens. #Faith#Reflection
🚨 THEY WANT TO MAKE YOU PAY FOR SUNLIGHT — AND WHAT JUST HAPPENED IN CALIFORNIA IS STRAIGHT OUT OF A DYSTOPIAN MOVIE
Imagine corporations charging you for SUNLIGHT.
Sounds insane?
A company called Reflect Orbital wants to make it a reality.
Witnesses near Lone Pine, California, captured powerful lights illuminating the desert in the middle of the night.
They were so bright that witnesses initially thought a car had crashed over a cliff.
But this was just a ground-based demonstration of something much bigger.
Reflect Orbital wants to launch satellites with giant mirrors that redirect sunlight back to Earth after dark.
And here's the part that should get everyone's attention.
The company has discussed charging $5,000 PER HOUR for sunlight on demand.
Open an app.
Pick a location.
Pay a fee.
And someone gets to decide when your night sky lights up.
Who gave corporations the right to turn our night sky into something they can sell to the highest bidder?
The Hebrew word for 'near' creates a sense of moral urgency. Just like objects in a side mirror, the divine warning is closer than it appears. It is not about predicting dates—it is about responding with presence and action. #Faith#Reflection
Some people are so consumed by their own lives they don't see societal issues. Looking back, it's clear we've become the very thing we criticized. It's time to wake up and critically examine our path. #SocietalIssues#Reflection#WakeUpCall
True charity isn't transactional, and faith isn't a tool for exclusion. Genuine blessings don't come with conditions or agendas. Are we really helping, or just performing? #Reflection#Perspective
𝗧𝗢𝗣 𝟰 𝗔𝗚𝗘𝗡𝗧𝗜𝗖 𝗔𝗜 𝗗𝗘𝗦𝗜𝗚𝗡 𝗣𝗔𝗧𝗧𝗘𝗥𝗡𝗦 𝗬𝗢𝗨 𝗦𝗛𝗢𝗨𝗟𝗗 𝗞𝗡𝗢𝗪
Building an AI agent isn't just about connecting an LLM to a tool.
The real power comes from choosing the right architecture for the problem.
Here are 4 important agentic AI patterns:
01 — 𝗦𝗘𝗟𝗙-𝗥𝗘𝗙𝗟𝗘𝗖𝗧𝗜𝗢𝗡 𝗣𝗔𝗧𝗧𝗘𝗥𝗡
The AI generates an answer, evaluates its own response, identifies weaknesses, and improves it.
𝗙𝗹𝗼𝘄:
Generate → Evaluate → Reflect → Improve → Final Output
Useful for:
→ Writing
→ Code generation
→ Reasoning tasks
→ Quality improvement
02 — 𝗥𝗘𝗔𝗖𝗧 𝗣𝗔𝗧𝗧𝗘𝗥𝗡
ReAct combines reasoning with action.
The agent:
→ Understands the task
→ Decides what to do
→ Uses a tool or API
→ Observes the result
→ Reasons again
→ Continues until the task is complete
This is useful when an agent needs real-time information or external tools.
03 — 𝗠𝗨𝗟𝗧𝗜-𝗔𝗚𝗘𝗡𝗧 𝗣𝗔𝗧𝗧𝗘𝗥𝗡
Instead of asking one AI to handle everything, multiple specialized agents collaborate.
For example:
→ Research Agent → gathers information
→ Developer Agent → writes code
→ Content Agent → creates content
→ Project Agent → coordinates everything
Each agent has a specific responsibility.
04 — 𝗣𝗟𝗔𝗡𝗡𝗜𝗡𝗚 𝗣𝗔𝗧𝗧𝗘𝗥𝗡
A complex goal is broken into smaller tasks.
𝗚𝗼𝗮𝗹 → 𝗣𝗹𝗮𝗻 → 𝗘𝘅𝗲𝗰𝘂𝘁𝗲 → 𝗘𝘃𝗮𝗹𝘂𝗮𝘁𝗲 → 𝗥𝗲𝗽𝗹𝗮𝗻
If something fails, the agent can adjust the plan and try another approach.
𝗪𝗛𝗜𝗖𝗛 𝗢𝗡𝗘 𝗦𝗛𝗢𝗨𝗟𝗗 𝗬𝗢𝗨 𝗨𝗦𝗘?
𝗦𝗲𝗹𝗳-𝗥𝗲𝗳𝗹𝗲𝗰𝘁𝗶𝗼𝗻
→ When quality and iteration matter
𝗥𝗲𝗔𝗖𝗧
→ When the agent needs tools and real-world feedback
𝗠𝘂𝗹𝘁𝗶-𝗔𝗴𝗲𝗻𝘁
→ When the problem needs specialized roles
𝗣𝗹𝗮𝗻𝗻𝗶𝗻𝗴
→ When the task involves multiple dependent steps
𝗧𝗛𝗘 𝗕𝗜𝗚 𝗜𝗗𝗘𝗔:
There is no single “best” agent architecture.
The right pattern depends on the task, tools, complexity, reliability requirements, and level of autonomy you need.
𝗖𝗵𝗼𝗼𝘀𝗲 𝘁𝗵𝗲 𝗽𝗮𝘁𝘁𝗲𝗿𝗻 𝗯𝗮𝘀𝗲𝗱 𝗼𝗻 𝘁𝗵𝗲 𝗽𝗿𝗼𝗯𝗹𝗲𝗺 — 𝗻𝗼𝘁 𝘁𝗵𝗲 𝗵𝘆𝗽𝗲.
Save this for when you’re designing your next AI agent.
Follow @AamirAnsar94694 for more AI, tools, automation and tech insights.
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