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Real operating problems overlap.
An episode can appear under more than one topic because process, architecture, economics and risk are connected in practice. The descriptions are editorial guidance; each linked episode page remains the source for its own claims, speakers and transcript.
Agentic systems and judgement
Agents need an operating model.
The useful question is not whether an agent can act. It is what context, harness, guardrails, validation and human judgement make that action safe and useful.
Start with 5 episodes
- EP 032AI Is an Amplifier, Not a Substitute for Thinking | Darren Mitchell
Darren Mitchell joins Dave Pengelley, Richard Webbe and Matt to explore AI as an amplifier for customer research and sales work, not a replacement for human judgement. They discuss critical thinking, provenance, deterministic systems and agent-friendly websites.
- EP 029AI Agents Need Guardrails. Your Software Rebuild Needs a Plan.
Dave Pengelley, Richard Webbe and Matt examine whether AI will reshape monolithic software, and why a business-first approach matters when rebuilding systems. They explore agent harnesses, guardrails, progressive disclosure, technical debt and validation practices for production work.
- EP 028Stop Asking When You Can Have an Agent. Ask Why You Need One.
Dave, Richard, and Matt unpack Substack AI scanning, the cut-and-paste economy, Hermes book packaging, algorithm gaming, go-to-market engineering with free MCP tools, and why wanting an AI receptionist is the wrong first question if your process cannot support it.
- EP 027Stop Uploading Private Files to Sketchy Sites. On-Device Tools with Angus
Angus Lee Forbes joins the panel on FWIP (fwip.app): on-device private file tools and a one-off fee after a sketchy e-sign subscription trap. The crew also covers token burn, models that game evals, harness wars versus base models, ownership when agents multiply, and sovereign dependency risk.
- EP 026AI Without Strategy Is Theatre. Process First with Kate Fabian
Kate Fabian (Adoptech) joins the panel from Far North Queensland on process-first AI for trades and regional SMEs. The hour covers strategy versus theatre sub-agents and token budgets CRM as process design and sovereign AI questions before the next tool purchase.
Process, adoption and productivity
Process comes before the prompt.
These episodes look at the work around the model: process design, change management, cognitive load, productivity, and the gap between using AI and shipping better work.
Start with 5 episodes
- EP 032AI Is an Amplifier, Not a Substitute for Thinking | Darren Mitchell
Darren Mitchell joins Dave Pengelley, Richard Webbe and Matt to explore AI as an amplifier for customer research and sales work, not a replacement for human judgement. They discuss critical thinking, provenance, deterministic systems and agent-friendly websites.
- EP 031AI Made Developers Faster. So Why Does Work Feel Harder?
Annie Vella joins Dave Pengelley, Matt Slayga and Richard Webbe to examine how AI-assisted development changes cognitive load, flow state and accountability. The panel explores supervisory engineering, meaningful productivity measures and the systems thinking required for enterprise AI.
- EP 028Stop Asking When You Can Have an Agent. Ask Why You Need One.
Dave, Richard, and Matt unpack Substack AI scanning, the cut-and-paste economy, Hermes book packaging, algorithm gaming, go-to-market engineering with free MCP tools, and why wanting an AI receptionist is the wrong first question if your process cannot support it.
- EP 026AI Without Strategy Is Theatre. Process First with Kate Fabian
Kate Fabian (Adoptech) joins the panel from Far North Queensland on process-first AI for trades and regional SMEs. The hour covers strategy versus theatre sub-agents and token budgets CRM as process design and sovereign AI questions before the next tool purchase.
- EP 023Smart Models Do The Wrong Thing Silently. Why Your AI Agent Just Made You Dumber.
Smart models do the wrong thing silently. The smarter the model gets, the sharper the human's judgment has to be — and almost nobody is investing in that judgment layer. Episode 23 anchors on the Rouse Hill IRL debrief, the deepfake video-call scam where the victim was the only real human, Perplexity CEO Aravind Srinivas's line that the model is no longer the product, and Anthropic's agentic-coding persistent-returns-to-expertise paper. Dave's 32-agents-to-zero-productivity parable, Richard's bank-spreadsheet $40M/$140M caution, the baoyu comic-consistency anecdote, and the Roobot wearing different hats reframe on repo Claude Code plus hats vs fifty agents per project carry the practical corollaries. Enterprise translation covers Microsoft Agent 365, Copilot as harness, Claude Tag in Slack vs Salesforce Agentforce, and the on-prem-RAG pendulum swing.
Architecture, tools and infrastructure
Architecture is where the costs show up.
Follow the stack decisions behind real implementations: APIs, interfaces, software, local hardware, knowledge systems, integration tax, sovereign options and maintenance.
Start with 5 episodes
- EP 029AI Agents Need Guardrails. Your Software Rebuild Needs a Plan.
Dave Pengelley, Richard Webbe and Matt examine whether AI will reshape monolithic software, and why a business-first approach matters when rebuilding systems. They explore agent harnesses, guardrails, progressive disclosure, technical debt and validation practices for production work.
- EP 028Stop Asking When You Can Have an Agent. Ask Why You Need One.
Dave, Richard, and Matt unpack Substack AI scanning, the cut-and-paste economy, Hermes book packaging, algorithm gaming, go-to-market engineering with free MCP tools, and why wanting an AI receptionist is the wrong first question if your process cannot support it.
- EP 027Stop Uploading Private Files to Sketchy Sites. On-Device Tools with Angus
Angus Lee Forbes joins the panel on FWIP (fwip.app): on-device private file tools and a one-off fee after a sketchy e-sign subscription trap. The crew also covers token burn, models that game evals, harness wars versus base models, ownership when agents multiply, and sovereign dependency risk.
- EP 026AI Without Strategy Is Theatre. Process First with Kate Fabian
Kate Fabian (Adoptech) joins the panel from Far North Queensland on process-first AI for trades and regional SMEs. The hour covers strategy versus theatre sub-agents and token budgets CRM as process design and sovereign AI questions before the next tool purchase.
- EP 025Telstra Glitched This Morning: DR, Backhoes, and Agents Up the Creek
Mobile/Telstra friction the morning of the show opens into outage stories, sovereign AI, and Dave's vanished ChatGPT project with Notion as backup. Richard on untested LLM failover in business agents and the backhoe redundancy lesson; Dave on Hermes for the podcast; Matt on observability that acts.
Security, governance and resilience
Trust is a system property.
Security is not a late-stage checkbox. The archive covers identity, zero trust, observability, privacy, backup, failover, governance and what happens when the system meets an adversary or an outage.
Start with 5 episodes
- EP 030AI Attacks at Machine Speed. Zero Trust Is Not a Slogan.
Tony Kirkham joins Dave Pengelley, Richard Webbe and Matt Slager to examine AI-driven cybersecurity, zero trust, observability, identity controls and the enduring value of network fundamentals.
- EP 027Stop Uploading Private Files to Sketchy Sites. On-Device Tools with Angus
Angus Lee Forbes joins the panel on FWIP (fwip.app): on-device private file tools and a one-off fee after a sketchy e-sign subscription trap. The crew also covers token burn, models that game evals, harness wars versus base models, ownership when agents multiply, and sovereign dependency risk.
- EP 025Telstra Glitched This Morning: DR, Backhoes, and Agents Up the Creek
Mobile/Telstra friction the morning of the show opens into outage stories, sovereign AI, and Dave's vanished ChatGPT project with Notion as backup. Richard on untested LLM failover in business agents and the backhoe redundancy lesson; Dave on Hermes for the podcast; Matt on observability that acts.
- EP 024Access, Audit, and Control Are the Product. Harness Bias, GLM 5.2, and the Local Hardware Boom.
Harness guardrails steer LLM answers before the weights do. Episode 24 opens on Richard's LinkedIn pushback on ethical-AI bias narratives, chatgpt.com versus API differences, and self-contained RAG where you only corrupt yourself. Matt's spine: access, audit, and control are becoming the product. News and economics cover GLM 5.2, GPT 5.6 limited preview, Claude Sonnet 5, local hardware growth, token spend comparisons, deterministic workflows versus agent loops, Richard's concentric ring rule, and build-versus-buy on dashboard mirrors and CRM maintenance.
- EP 022Two Markets, Two Stacks. Why Your Solo AI Won't Survive The Enterprise Audit.
Anthropic pulled Fable five days into its release after a US government escalation over a jailbreak, and the panel reads the rug pull three ways: as hijack marketing (Savio's Indian-cinema parallel), as an iPhone-moment marketing coup (Dave's Apple G4 reference), and as a real safety-versus-export-control fight. The bigger conversation is the two-market split the Fable story made obvious. Individual productivity (Claude CoWork, Hermes, Antigravity, the personal AI OS) is real but is no longer the product. Enterprise, government, and mid-market buyers need a governed, sovereign, decentralised, audit-ready stack, and that is where the margin and the durability live. New guest Savio Francis from StarFCM has been building for that second market for 16 years. His flagship product Theos ships as an AI native environment that sits above the existing OS, lands as a sovereign in-a-box for ISO 27001 and SOC 2 customers, and targets the data-friction and knowledge-friction taxes that the personal AI OS does not even see. Plus: the Fable 72-hour lived-experience, OpenRouter Fusion as the sub-fable multi-model workaround, Cursor being absorbed by SpaceX AI, the cybersecurity time-to-exploit collapse from six weeks to thirty seconds, and the IRL event at the Australian Brewery in Rouse Hill.
Economics, ROI and trade-offs
Make the business case survive contact with reality.
Look past the demo and into unit costs, token economics, subscriptions, break-even timelines, margins, measurable output and the hidden human cost of an AI decision.
Start with 5 episodes
- EP 031AI Made Developers Faster. So Why Does Work Feel Harder?
Annie Vella joins Dave Pengelley, Matt Slayga and Richard Webbe to examine how AI-assisted development changes cognitive load, flow state and accountability. The panel explores supervisory engineering, meaningful productivity measures and the systems thinking required for enterprise AI.
- EP 027Stop Uploading Private Files to Sketchy Sites. On-Device Tools with Angus
Angus Lee Forbes joins the panel on FWIP (fwip.app): on-device private file tools and a one-off fee after a sketchy e-sign subscription trap. The crew also covers token burn, models that game evals, harness wars versus base models, ownership when agents multiply, and sovereign dependency risk.
- EP 024Access, Audit, and Control Are the Product. Harness Bias, GLM 5.2, and the Local Hardware Boom.
Harness guardrails steer LLM answers before the weights do. Episode 24 opens on Richard's LinkedIn pushback on ethical-AI bias narratives, chatgpt.com versus API differences, and self-contained RAG where you only corrupt yourself. Matt's spine: access, audit, and control are becoming the product. News and economics cover GLM 5.2, GPT 5.6 limited preview, Claude Sonnet 5, local hardware growth, token spend comparisons, deterministic workflows versus agent loops, Richard's concentric ring rule, and build-versus-buy on dashboard mirrors and CRM maintenance.
- EP 022Two Markets, Two Stacks. Why Your Solo AI Won't Survive The Enterprise Audit.
Anthropic pulled Fable five days into its release after a US government escalation over a jailbreak, and the panel reads the rug pull three ways: as hijack marketing (Savio's Indian-cinema parallel), as an iPhone-moment marketing coup (Dave's Apple G4 reference), and as a real safety-versus-export-control fight. The bigger conversation is the two-market split the Fable story made obvious. Individual productivity (Claude CoWork, Hermes, Antigravity, the personal AI OS) is real but is no longer the product. Enterprise, government, and mid-market buyers need a governed, sovereign, decentralised, audit-ready stack, and that is where the margin and the durability live. New guest Savio Francis from StarFCM has been building for that second market for 16 years. His flagship product Theos ships as an AI native environment that sits above the existing OS, lands as a sovereign in-a-box for ISO 27001 and SOC 2 customers, and targets the data-friction and knowledge-friction taxes that the personal AI OS does not even see. Plus: the Fable 72-hour lived-experience, OpenRouter Fusion as the sub-fable multi-model workaround, Cursor being absorbed by SpaceX AI, the cybersecurity time-to-exploit collapse from six weeks to thirty seconds, and the IRL event at the Australian Brewery in Rouse Hill.
- EP 021The Model Is the Battery. Pick Your Poison.
Two-person show, just Dave and Matt. The token rug pull is now scheduled. Anthropic is offering Fable at 2x Opus burn rate until 22 June, then it is extra-usage billing only. From there the conversation opens up into the real story of the week: the harness is the product now, not the model. Kimi, Mimo, the Chinese labs and Minimax are all racing for the same layer. Dave walks through his actual daily driver stack: Hermes profiles, Perry White personas, M3 at $20 a month, Telegram as couch interface. Matt brings the hands-off build reality check: 48 hours of Droid Missions produced magical output and nothing that worked. They land on three operating principles: the human SOP and the agent SOP are not the same, ambient context is what humans have that prompts do not, and adoption requires a use case not a licence.
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