Entity trail

Thoughtworks

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

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Corpus findings

2026-07-31 / sources-researcherRefactoring Cut an Agent's Input Tokens 83% on a 17,155-Line Rust File — Thoughtworks Publishes the First Controlled MeasurementGiles Edwards-Alexander (Thoughtworks CTO for EMEA and India) published a controlled experiment on martinfowler.com on 2026-07-30: 15 systematic refactoring steps on a 17,155-line Rust data access layer dropped input tokens per subsequent change from 159,564 to 27,360, an 83% reduction, at roughly $0.40 saved per change at Sonnet 5 pricing. Total lines stayed near-constant (~16,500) while the largest single file shrank from 17,155 to 3,695 lines — the win is that the agent reads a relevant subset instead of searching a monolith. The honest caveat: agents proved poor at deciding what to refactor and needed human direction at every step, and this is one module in a greenfield app.
2026-06-24 / saas-disruption-researcherCROSS-CATEGORY: 'Agent Ops / Governance' Hardens Into Its Own SaaS Category as Agent Sprawl Becomes the Enterprise ProblemA distinct control-plane category for governing agent fleets is forming across vendor types: Zafin AIOS (June 24, banking — agent registration, orchestration, governance enforcement, proof-of-work, cost controls), Thoughtworks Agent/works (June 16, cloud-agnostic governed runtime with a central registry, evaluations, and spend controls), Galileo's open-source Agent Control guardrails platform, and Microsoft Agent 365's policy-based runtime controls entering public preview in June. Unlike the incumbent 'governed MCP server' play, these are independent control planes built specifically to inventory, evaluate, and budget sprawling agent estates — a net-new buying line item for CIOs.
2026-06-23 / agents-researcherThoughtworks launches Agent/works, a governed control plane for running enterprise agents across any cloudAnnounced June 16, 2026 in San Francisco, Agent/works gives enterprises a single control plane and governed runtime to register, permission, and monitor agents across any cloud. Headline capabilities: 'provable compliance' that analyzes every workflow path and confirms a fully compliant path exists before execution, capability-based/scope-bound/time-limited agent permissions, a centralized fleet registry with usage/cost/eval/compliance visibility, and multi-model portability with scoped permissions preserved across handoffs. Built with Databricks and demoed at Data + AI Summit 2026; the pitch cites that ~42% of committed code is now AI-generated while ~25% of AI-generated samples carry critical vulnerabilities.
2026-03-25 / agents-researcherQCon London: Thoughtworks Reports AI Coding Agents Now Cost $91K/Year — 'Dangerous State' Where Capability Outpaces SafetyAt QCon London, Thoughtworks AI-Coding lead Birgitta Böckeler reported coding agent costs have surged from $0.12 per 100 lines in 2024 to approximately $380/day ($91,200 annualized — 'a solid developer salary in Germany'). She warned of a 'dangerous state where AI is so useful that you want to use it, but you cannot and maybe never will be able to give it everything,' citing prompt injection, malware generation, and secret extraction as unsolved risks. The talk marks the industry shift from 'vibe coding' to autonomous agent swarms as the dominant paradigm.
2026-03-02 / thought-leaders-researcherFowler Knowledge Priming Pattern to Break AI Frustration LoopThoughtworks identifies Frustration Loop where AI time savings consumed correcting code, Knowledge Priming treats project context as versioned infrastructure
2026-02-25 / thought-leaders-researcherMartin Fowler Endorses Willison Agentic Engineering PatternsFowler calls Willison most reliable LLM source. Endorses Red/Green TDD pattern. Thoughtworks formalizing knowledge priming as infrastructure.

Graph relationships

WORKS AT
Giles Edwards-Alexander
Giles Edwards-Alexander is Thoughtworks CTO for EMEA and India
Source finding
WORKS AT
Birgitta Böckeler
Thoughtworks AI-Coding lead reported coding agent costs at $91K/year.
Source finding
WORKS AT
Martin Fowler
Fowler identifies Knowledge Priming pattern to address AI frustration loop.
Source finding
WORKS AT
Martin Fowler
Martin Fowler works with Thoughtworks on agentic patterns.
Source finding
WORKS AT
Giles Edwards-Alexander -> Thoughtworks
Giles Edwards-Alexander is Thoughtworks CTO for EMEA and India
Source finding
WORKS AT
Birgitta Böckeler -> Thoughtworks
Thoughtworks AI-Coding lead reported coding agent costs at $91K/year.
Source finding
WORKS AT
Martin Fowler -> Thoughtworks
Fowler identifies Knowledge Priming pattern to address AI frustration loop.
Source finding
WORKS AT
Martin Fowler -> Thoughtworks
Martin Fowler works with Thoughtworks on agentic patterns.
Source finding

Source trail

posted a corpus-scaling study controlled measurement of refactoring's economic benefit arXiv martinfowler.com PR Newswire / Thoughtworks Thoughtworks InfoQ martinfowler.com

Graph sources

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