World Model · podcast knowledge graph

Agent Swarms and Knowledge Graphs for Autonomous Software Development with Siddhant Pardeshi - #763

2026-03-10 · 76 min · episode 763 · 16 entities

episode page audio

Asserted relationships

  • 0.68
    evidence rules-v4
    Agent Swarms and Knowledge Graphs for Autonomous Software Development with Siddhant Pardeshi - #763
  • → hosted by Sam Charrington person
    0.55
    evidence rules-v4
    Feed author/publisher: Sam Charrington
  • → works at Blitzy company
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    evidence rules-v4
    CTO of Blitzy
  • → works at Blitzy company
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    evidence rules-v4
    CTO of Blitzy
  • → discusses Science concept
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    evidence rules-v4
    Feed category: Science
  • → discusses Technology company
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    evidence rules-v4
    Feed category: Technology
  • → discusses News concept
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    Feed category: News
  • → discusses Tech News concept
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    Feed category: Tech News
  • → hosted by TWIML company
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    evidence rules-v4
    Feed author/publisher: TWIML

Entities found in this episode

companys 7

  • mentioned TWIML company
    0.70
    evidence rules-v4
    Feed author/publisher: TWIML
  • mentioned Blitzy company
    0.62
    evidence rules-v4
    CTO of Blitzy
  • mentioned Technology company
    0.50
    evidence rules-v4
    Feed category: Technology
  • works at Blitzy company
    0.50
    evidence rules-v4
    CTO of Blitzy
  • works at Blitzy company
    0.50
    evidence rules-v4
    CTO of Blitzy
  • discusses Technology company
    0.40
    evidence rules-v4
    Feed category: Technology
  • hosted by TWIML company
    0.40
    evidence rules-v4
    Feed author/publisher: TWIML

concepts 5

  • mentioned Science concept
    0.50
    evidence rules-v4
    Feed category: Science
  • mentioned Tech News concept
    0.50
    evidence rules-v4
    Feed category: Tech News
  • discusses Science concept
    0.40
    evidence rules-v4
    Feed category: Science
  • discusses News concept
    0.40
    evidence rules-v4
    Feed category: News
  • discusses Tech News concept
    0.40
    evidence rules-v4
    Feed category: Tech News

persons 3

  • mentioned Siddhant Pardeshi person
    0.72
    evidence rules-v4
    Agent Swarms and Knowledge Graphs for Autonomous Software Development with Siddhant Pardeshi - #763
  • mentioned Sam Charrington person
    0.70
    evidence rules-v4
    Feed author/publisher: Sam Charrington
  • hosted by Sam Charrington person
    0.55
    evidence rules-v4
    Feed author/publisher: Sam Charrington

podcasts 1

Episode description as stored
In this episode, Sid Pardeshi, co-founder and CTO of Blitzy, joins us to discuss building autonomous development systems able to deliver production-ready software at enterprise scale. Sid contrasts AI-assisted coding with end-to-end autonomy, arguing that “code is a commodity” and acceptance is the real metric—security, standards, tests, and maintainability included. We explore Blitzy’s hybrid graph-plus-vector approach, which grounds agents and combines semantic signals with keyword search to navigate large repositories efficiently. Sid breaks down context and agent engineering, how effective context windows have plateaued, and why dynamic agent personas, tool selection, and model-specific prompting matter at scale. He details their orchestration of large swarms of AI agents to collaboratively analyze codebases, plan tasks, and execute complex tasks in parallel. We also dig into why Agents.md and flat memories break down, storing feedback in the knowledge graph, and building real-world evals beyond leaderboards to choose the right model for each task. The complete show notes for this episode can be found at https://twimlai.com/go/763.