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AI agent–enabled coding is quietly becoming the new SDLC.
Software development just had its biggest shift since the GUI.
Planning.
Coding.
Testing.
Deployment.
Agents are starting to handle all of it.
Here’s the shift most engineers haven’t noticed yet 👇
Old model: SDLC
• sequential phases
• human-driven execution
• testing happens after development
• changing requirements break timelines
Everything moves step → by → step.
New model: ADLC (Agent-Driven Lifecycle)
• agents write, refactor, and test code
• multiple tasks run in parallel
• requirements evolve dynamically
• feedback loops happen in real time
Instead of a pipeline…
You get a live development system.
6 major shifts happening right now
1️⃣ Driver
Human execution → Autonomous agents
2️⃣ Planning
Fixed scope → Evolving goals & PRDs
3️⃣ Development Speed
Sequential handoffs → Parallel sub-agents
4️⃣ Testing
Post-development QA → Continuous testing
5️⃣ Adaptability
Mid-cycle chaos → Real-time re-planning
6️⃣ Feedback Loop
End-of-project retros → Live monitoring
Some early signals are already here.
According to agentic coding reports:
• teams at Wiz and CRED doubled execution speed
• large-scale repos are being modified autonomously
• complex implementations completed in hours instead of days
How engineers should adapt
1️⃣ Start with one agent
Automate testing first.
2️⃣ Learn to write clear PRDs
Agents execute exactly what you define.
3️⃣ Introduce parallel sub-agents
Break one large task into smaller workstreams.
4️⃣ Review outcomes, not every line of code
5️⃣ Build live feedback loops
Agents should detect issues before you do.
The future of software development isn’t just faster coding.
It’s agent-driven systems building software.
#AI #AIAgents #SoftwareEngineering #SDLC #GenAI #AIEngineering
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Why do they beat children to death with hammers?
Wasim@waasim_
Don't look away. The IDF today released 76 Palestinian prisoners. This father went to receive his young son Issa Hamouda. He found out he was beaten to death with hammers.
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